initial commit

252 files changed, 6097 insertions, 0 deletions

diff --git a/abed_results/rail_lines/best_segneigh/008844130aa73c88.json b/abed_results/rail_lines/best_segneigh/008844130aa73c88.json
new file mode 100644
index 00000000..eaacc5fe
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/008844130aa73c88.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/01b95e707596ba58.json b/abed_results/rail_lines/best_segneigh/01b95e707596ba58.json
new file mode 100644
index 00000000..66367028
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/01b95e707596ba58.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/0214c87da7af582c.json b/abed_results/rail_lines/best_segneigh/0214c87da7af582c.json
new file mode 100644
index 00000000..6057e5a1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/0214c87da7af582c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/028f85e1d4c5592a.json b/abed_results/rail_lines/best_segneigh/028f85e1d4c5592a.json
new file mode 100644
index 00000000..a9c75f30
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/028f85e1d4c5592a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/055c5ae7e8272847.json b/abed_results/rail_lines/best_segneigh/055c5ae7e8272847.json
new file mode 100644
index 00000000..e95f1644
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/055c5ae7e8272847.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/070d8780389da4a6.json b/abed_results/rail_lines/best_segneigh/070d8780389da4a6.json
new file mode 100644
index 00000000..8000edb0
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/070d8780389da4a6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/071d05249fca346b.json b/abed_results/rail_lines/best_segneigh/071d05249fca346b.json
new file mode 100644
index 00000000..cdd3d2ee
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/071d05249fca346b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/07e24030a16611bb.json b/abed_results/rail_lines/best_segneigh/07e24030a16611bb.json
new file mode 100644
index 00000000..5a1d6947
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/07e24030a16611bb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/07f41bc53a8345f7.json b/abed_results/rail_lines/best_segneigh/07f41bc53a8345f7.json
new file mode 100644
index 00000000..54b5e222
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/07f41bc53a8345f7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/07fa1af0d72480c1.json b/abed_results/rail_lines/best_segneigh/07fa1af0d72480c1.json
new file mode 100644
index 00000000..2d46e8f8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/07fa1af0d72480c1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/08a8c5afcfeedf6e.json b/abed_results/rail_lines/best_segneigh/08a8c5afcfeedf6e.json
new file mode 100644
index 00000000..7f44fc29
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/08a8c5afcfeedf6e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/090663eb2cd10d69.json b/abed_results/rail_lines/best_segneigh/090663eb2cd10d69.json
new file mode 100644
index 00000000..dfc2408e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/090663eb2cd10d69.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/09d4da15101e37db.json b/abed_results/rail_lines/best_segneigh/09d4da15101e37db.json
new file mode 100644
index 00000000..e10daf53
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/09d4da15101e37db.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/0a023d4682cc4e8f.json b/abed_results/rail_lines/best_segneigh/0a023d4682cc4e8f.json
new file mode 100644
index 00000000..3589f40b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/0a023d4682cc4e8f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/0c804d45a05e8c11.json b/abed_results/rail_lines/best_segneigh/0c804d45a05e8c11.json
new file mode 100644
index 00000000..b1f7f485
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/0c804d45a05e8c11.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/0ee537f1a44a63c4.json b/abed_results/rail_lines/best_segneigh/0ee537f1a44a63c4.json
new file mode 100644
index 00000000..2d42eb3d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/0ee537f1a44a63c4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/0f146922611d5147.json b/abed_results/rail_lines/best_segneigh/0f146922611d5147.json
new file mode 100644
index 00000000..5034d61f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/0f146922611d5147.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.007741213
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/121b8e4011e4bbe6.json b/abed_results/rail_lines/best_segneigh/121b8e4011e4bbe6.json
new file mode 100644
index 00000000..a31fa5e9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/121b8e4011e4bbe6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/128bb31f8b92dda7.json b/abed_results/rail_lines/best_segneigh/128bb31f8b92dda7.json
new file mode 100644
index 00000000..90fe523d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/128bb31f8b92dda7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/13f469f8cd1452e4.json b/abed_results/rail_lines/best_segneigh/13f469f8cd1452e4.json
new file mode 100644
index 00000000..3088e9bf
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/13f469f8cd1452e4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/15a9c12072304a02.json b/abed_results/rail_lines/best_segneigh/15a9c12072304a02.json
new file mode 100644
index 00000000..6477becc
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/15a9c12072304a02.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.01454329
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/16507d553c0bb0bf.json b/abed_results/rail_lines/best_segneigh/16507d553c0bb0bf.json
new file mode 100644
index 00000000..577adb4a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/16507d553c0bb0bf.json
@@ -0,0 +1,36 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			5,
+			7,
+			9,
+			13,
+			17,
+			19,
+			25,
+			28,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.0113647
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1719445637c62a93.json b/abed_results/rail_lines/best_segneigh/1719445637c62a93.json
new file mode 100644
index 00000000..d6f879a2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1719445637c62a93.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1785bb49e5f85eae.json b/abed_results/rail_lines/best_segneigh/1785bb49e5f85eae.json
new file mode 100644
index 00000000..a73b6761
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1785bb49e5f85eae.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/18f467745b022361.json b/abed_results/rail_lines/best_segneigh/18f467745b022361.json
new file mode 100644
index 00000000..92d020cf
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/18f467745b022361.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/18fce25ecfe87c25.json b/abed_results/rail_lines/best_segneigh/18fce25ecfe87c25.json
new file mode 100644
index 00000000..72dc7603
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/18fce25ecfe87c25.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1922140aa031d933.json b/abed_results/rail_lines/best_segneigh/1922140aa031d933.json
new file mode 100644
index 00000000..6e9fa2bc
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1922140aa031d933.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1aff0f4c71d7666b.json b/abed_results/rail_lines/best_segneigh/1aff0f4c71d7666b.json
new file mode 100644
index 00000000..2bfdfbf2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1aff0f4c71d7666b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1c1fcec2ef13b9d9.json b/abed_results/rail_lines/best_segneigh/1c1fcec2ef13b9d9.json
new file mode 100644
index 00000000..7c1b0cfe
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1c1fcec2ef13b9d9.json
@@ -0,0 +1,28 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			36
+		],
+		"runtime" : 0.01705718
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1cdf4fca6c895496.json b/abed_results/rail_lines/best_segneigh/1cdf4fca6c895496.json
new file mode 100644
index 00000000..3ad1bafe
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1cdf4fca6c895496.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			36
+		],
+		"runtime" : 0.009142399
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1d566f368d0e6dc2.json b/abed_results/rail_lines/best_segneigh/1d566f368d0e6dc2.json
new file mode 100644
index 00000000..c09ecd0f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1d566f368d0e6dc2.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.07028365
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1f85cc75236d31e2.json b/abed_results/rail_lines/best_segneigh/1f85cc75236d31e2.json
new file mode 100644
index 00000000..e5d5b2ef
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1f85cc75236d31e2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/1fd8617469074d25.json b/abed_results/rail_lines/best_segneigh/1fd8617469074d25.json
new file mode 100644
index 00000000..dc5f8182
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/1fd8617469074d25.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/211337a1cf5c6d3d.json b/abed_results/rail_lines/best_segneigh/211337a1cf5c6d3d.json
new file mode 100644
index 00000000..25263496
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/211337a1cf5c6d3d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/220c6974c473c9a6.json b/abed_results/rail_lines/best_segneigh/220c6974c473c9a6.json
new file mode 100644
index 00000000..b1a788e8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/220c6974c473c9a6.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.06064343
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/22f58595e0674782.json b/abed_results/rail_lines/best_segneigh/22f58595e0674782.json
new file mode 100644
index 00000000..f72bd14e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/22f58595e0674782.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/243354861d8e8fd1.json b/abed_results/rail_lines/best_segneigh/243354861d8e8fd1.json
new file mode 100644
index 00000000..11c234a8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/243354861d8e8fd1.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.006597519
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2546d501182b8673.json b/abed_results/rail_lines/best_segneigh/2546d501182b8673.json
new file mode 100644
index 00000000..3ab81c18
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2546d501182b8673.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			5,
+			9,
+			25,
+			36
+		],
+		"runtime" : 0.007140398
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/26b264872a67a15e.json b/abed_results/rail_lines/best_segneigh/26b264872a67a15e.json
new file mode 100644
index 00000000..3d11147f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/26b264872a67a15e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2817dd1cda6be22f.json b/abed_results/rail_lines/best_segneigh/2817dd1cda6be22f.json
new file mode 100644
index 00000000..50950432
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2817dd1cda6be22f.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.008671522
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/28ecd1683ae5bb9c.json b/abed_results/rail_lines/best_segneigh/28ecd1683ae5bb9c.json
new file mode 100644
index 00000000..9bc09884
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/28ecd1683ae5bb9c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2941edbbbbae84e1.json b/abed_results/rail_lines/best_segneigh/2941edbbbbae84e1.json
new file mode 100644
index 00000000..f6fe0d84
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2941edbbbbae84e1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/29684a201e2baebc.json b/abed_results/rail_lines/best_segneigh/29684a201e2baebc.json
new file mode 100644
index 00000000..8d20345c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/29684a201e2baebc.json
@@ -0,0 +1,41 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			1,
+			3,
+			5,
+			7,
+			9,
+			11,
+			13,
+			15,
+			17,
+			20,
+			23,
+			25,
+			27,
+			29,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.0150423
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/29cc32bf183ed0e9.json b/abed_results/rail_lines/best_segneigh/29cc32bf183ed0e9.json
new file mode 100644
index 00000000..c5b5bbca
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/29cc32bf183ed0e9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2a4cf9e4f467bb41.json b/abed_results/rail_lines/best_segneigh/2a4cf9e4f467bb41.json
new file mode 100644
index 00000000..22990343
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2a4cf9e4f467bb41.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2bf04494854cfd4b.json b/abed_results/rail_lines/best_segneigh/2bf04494854cfd4b.json
new file mode 100644
index 00000000..bee7322e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2bf04494854cfd4b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2c64aab545dab90f.json b/abed_results/rail_lines/best_segneigh/2c64aab545dab90f.json
new file mode 100644
index 00000000..616a4c3f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2c64aab545dab90f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2ceff5a046dee7dc.json b/abed_results/rail_lines/best_segneigh/2ceff5a046dee7dc.json
new file mode 100644
index 00000000..0db94002
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2ceff5a046dee7dc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2d9022251684063f.json b/abed_results/rail_lines/best_segneigh/2d9022251684063f.json
new file mode 100644
index 00000000..e56a849d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2d9022251684063f.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.006509542
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2f01e451c078919d.json b/abed_results/rail_lines/best_segneigh/2f01e451c078919d.json
new file mode 100644
index 00000000..867a9832
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2f01e451c078919d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/2f676e9e8cc5c18e.json b/abed_results/rail_lines/best_segneigh/2f676e9e8cc5c18e.json
new file mode 100644
index 00000000..9d3eac35
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/2f676e9e8cc5c18e.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			6,
+			9,
+			25,
+			36
+		],
+		"runtime" : 0.008581638
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/30dda52860cac1ea.json b/abed_results/rail_lines/best_segneigh/30dda52860cac1ea.json
new file mode 100644
index 00000000..136d7688
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/30dda52860cac1ea.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3167a3f657404fd7.json b/abed_results/rail_lines/best_segneigh/3167a3f657404fd7.json
new file mode 100644
index 00000000..24b337f1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3167a3f657404fd7.json
@@ -0,0 +1,28 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			36
+		],
+		"runtime" : 0.01577187
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/31b1fb72d3e9d75a.json b/abed_results/rail_lines/best_segneigh/31b1fb72d3e9d75a.json
new file mode 100644
index 00000000..16d7860e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/31b1fb72d3e9d75a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/32426779a33988c8.json b/abed_results/rail_lines/best_segneigh/32426779a33988c8.json
new file mode 100644
index 00000000..62021cda
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/32426779a33988c8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/324da128773c004a.json b/abed_results/rail_lines/best_segneigh/324da128773c004a.json
new file mode 100644
index 00000000..75a280e6
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/324da128773c004a.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.007955551
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/328c00ec24ad60dc.json b/abed_results/rail_lines/best_segneigh/328c00ec24ad60dc.json
new file mode 100644
index 00000000..4b776a6d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/328c00ec24ad60dc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3358897c1f07c6c0.json b/abed_results/rail_lines/best_segneigh/3358897c1f07c6c0.json
new file mode 100644
index 00000000..3b17aa45
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3358897c1f07c6c0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3454af290dc4db00.json b/abed_results/rail_lines/best_segneigh/3454af290dc4db00.json
new file mode 100644
index 00000000..d28c3a58
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3454af290dc4db00.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.008332491
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/34984750a6c5199c.json b/abed_results/rail_lines/best_segneigh/34984750a6c5199c.json
new file mode 100644
index 00000000..34fb37a9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/34984750a6c5199c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/34ab573c16de8c4b.json b/abed_results/rail_lines/best_segneigh/34ab573c16de8c4b.json
new file mode 100644
index 00000000..5f4a1e2a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/34ab573c16de8c4b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/34c4f6381cb3b7ec.json b/abed_results/rail_lines/best_segneigh/34c4f6381cb3b7ec.json
new file mode 100644
index 00000000..b3c7ec78
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/34c4f6381cb3b7ec.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/34f01c44d4915cde.json b/abed_results/rail_lines/best_segneigh/34f01c44d4915cde.json
new file mode 100644
index 00000000..eebefd44
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/34f01c44d4915cde.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/35aa283043375ab8.json b/abed_results/rail_lines/best_segneigh/35aa283043375ab8.json
new file mode 100644
index 00000000..9a51cdc5
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/35aa283043375ab8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/35ac1dd5af04ddd9.json b/abed_results/rail_lines/best_segneigh/35ac1dd5af04ddd9.json
new file mode 100644
index 00000000..7c22aa89
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/35ac1dd5af04ddd9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/37c1e33723fd8cc1.json b/abed_results/rail_lines/best_segneigh/37c1e33723fd8cc1.json
new file mode 100644
index 00000000..3b18b561
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/37c1e33723fd8cc1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/397f5ce43ec4f76b.json b/abed_results/rail_lines/best_segneigh/397f5ce43ec4f76b.json
new file mode 100644
index 00000000..f91692f1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/397f5ce43ec4f76b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3ab5a87728d81bfb.json b/abed_results/rail_lines/best_segneigh/3ab5a87728d81bfb.json
new file mode 100644
index 00000000..0a036395
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3ab5a87728d81bfb.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.05770898
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3b52c04d218b7667.json b/abed_results/rail_lines/best_segneigh/3b52c04d218b7667.json
new file mode 100644
index 00000000..480e1175
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3b52c04d218b7667.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.006976604
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3c43c5cce119264c.json b/abed_results/rail_lines/best_segneigh/3c43c5cce119264c.json
new file mode 100644
index 00000000..a670bdda
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3c43c5cce119264c.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01652169
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3c761cdb8b08948a.json b/abed_results/rail_lines/best_segneigh/3c761cdb8b08948a.json
new file mode 100644
index 00000000..f00189a9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3c761cdb8b08948a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3dade1a721dc7d14.json b/abed_results/rail_lines/best_segneigh/3dade1a721dc7d14.json
new file mode 100644
index 00000000..b93aedec
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3dade1a721dc7d14.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3e14b275c927e96f.json b/abed_results/rail_lines/best_segneigh/3e14b275c927e96f.json
new file mode 100644
index 00000000..c2404b03
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3e14b275c927e96f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/3f683ee2098c8acb.json b/abed_results/rail_lines/best_segneigh/3f683ee2098c8acb.json
new file mode 100644
index 00000000..f19ac785
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/3f683ee2098c8acb.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			36
+		],
+		"runtime" : 0.02171707
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/404d766cea023097.json b/abed_results/rail_lines/best_segneigh/404d766cea023097.json
new file mode 100644
index 00000000..5e110cf9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/404d766cea023097.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/436e7624b0c2c831.json b/abed_results/rail_lines/best_segneigh/436e7624b0c2c831.json
new file mode 100644
index 00000000..c9512e18
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/436e7624b0c2c831.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/455d3990fe8f49c9.json b/abed_results/rail_lines/best_segneigh/455d3990fe8f49c9.json
new file mode 100644
index 00000000..a4eae67e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/455d3990fe8f49c9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/45779a03a03bd777.json b/abed_results/rail_lines/best_segneigh/45779a03a03bd777.json
new file mode 100644
index 00000000..802093fa
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/45779a03a03bd777.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/462f4dbc70824a38.json b/abed_results/rail_lines/best_segneigh/462f4dbc70824a38.json
new file mode 100644
index 00000000..dfc0ad66
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/462f4dbc70824a38.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/465d63ba2044d07f.json b/abed_results/rail_lines/best_segneigh/465d63ba2044d07f.json
new file mode 100644
index 00000000..f40f8185
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/465d63ba2044d07f.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.00854516
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/46bf7185721c417e.json b/abed_results/rail_lines/best_segneigh/46bf7185721c417e.json
new file mode 100644
index 00000000..c60d0921
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/46bf7185721c417e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/474b7e82f3409782.json b/abed_results/rail_lines/best_segneigh/474b7e82f3409782.json
new file mode 100644
index 00000000..24e832dd
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/474b7e82f3409782.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/47588dd4739d2d6b.json b/abed_results/rail_lines/best_segneigh/47588dd4739d2d6b.json
new file mode 100644
index 00000000..bf9d79b8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/47588dd4739d2d6b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/481b84daa3209f82.json b/abed_results/rail_lines/best_segneigh/481b84daa3209f82.json
new file mode 100644
index 00000000..f9456293
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/481b84daa3209f82.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4893d5ae301dc542.json b/abed_results/rail_lines/best_segneigh/4893d5ae301dc542.json
new file mode 100644
index 00000000..3a4ed52e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4893d5ae301dc542.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.007513523
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/48b015b821e8e1a6.json b/abed_results/rail_lines/best_segneigh/48b015b821e8e1a6.json
new file mode 100644
index 00000000..b1425044
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/48b015b821e8e1a6.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			5,
+			9,
+			25,
+			31,
+			36
+		],
+		"runtime" : 0.007064581
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4c2b0e11b99839a9.json b/abed_results/rail_lines/best_segneigh/4c2b0e11b99839a9.json
new file mode 100644
index 00000000..e7d05fc1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4c2b0e11b99839a9.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			36
+		],
+		"runtime" : 0.01429129
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4c5fca06b956fdec.json b/abed_results/rail_lines/best_segneigh/4c5fca06b956fdec.json
new file mode 100644
index 00000000..830f6849
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4c5fca06b956fdec.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01172233
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4c8901d7e427cd9c.json b/abed_results/rail_lines/best_segneigh/4c8901d7e427cd9c.json
new file mode 100644
index 00000000..2571ca1b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4c8901d7e427cd9c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4e2c28a8a4217236.json b/abed_results/rail_lines/best_segneigh/4e2c28a8a4217236.json
new file mode 100644
index 00000000..b6f5b06c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4e2c28a8a4217236.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/4e3637a87f25c400.json b/abed_results/rail_lines/best_segneigh/4e3637a87f25c400.json
new file mode 100644
index 00000000..182b1f80
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/4e3637a87f25c400.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.008588552
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/50cd14429c83874a.json b/abed_results/rail_lines/best_segneigh/50cd14429c83874a.json
new file mode 100644
index 00000000..3899fbde
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/50cd14429c83874a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/51b321a7353c7573.json b/abed_results/rail_lines/best_segneigh/51b321a7353c7573.json
new file mode 100644
index 00000000..0f0d6c48
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/51b321a7353c7573.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5244032de3c9f31a.json b/abed_results/rail_lines/best_segneigh/5244032de3c9f31a.json
new file mode 100644
index 00000000..68bc17ea
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5244032de3c9f31a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/56c15adb7bb4fa62.json b/abed_results/rail_lines/best_segneigh/56c15adb7bb4fa62.json
new file mode 100644
index 00000000..b237151b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/56c15adb7bb4fa62.json
@@ -0,0 +1,42 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			1,
+			3,
+			5,
+			7,
+			9,
+			11,
+			13,
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+			19,
+			21,
+			23,
+			25,
+			27,
+			29,
+			31,
+			33,
+			36
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+		"runtime" : 0.01529312
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/57c169cbc8f099d8.json b/abed_results/rail_lines/best_segneigh/57c169cbc8f099d8.json
new file mode 100644
index 00000000..89c85723
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/57c169cbc8f099d8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/57db9a7e3465dbed.json b/abed_results/rail_lines/best_segneigh/57db9a7e3465dbed.json
new file mode 100644
index 00000000..35398fbf
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/57db9a7e3465dbed.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5beae0eae8b32a09.json b/abed_results/rail_lines/best_segneigh/5beae0eae8b32a09.json
new file mode 100644
index 00000000..62192b1f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5beae0eae8b32a09.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5f009b1d1753e7ee.json b/abed_results/rail_lines/best_segneigh/5f009b1d1753e7ee.json
new file mode 100644
index 00000000..10f59984
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5f009b1d1753e7ee.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5f3ff5c87f4cfe76.json b/abed_results/rail_lines/best_segneigh/5f3ff5c87f4cfe76.json
new file mode 100644
index 00000000..860f2bf2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5f3ff5c87f4cfe76.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.07185793
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5fcb0b4c58daabfd.json b/abed_results/rail_lines/best_segneigh/5fcb0b4c58daabfd.json
new file mode 100644
index 00000000..449c24fa
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5fcb0b4c58daabfd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/5fd08f17e1aed0e2.json b/abed_results/rail_lines/best_segneigh/5fd08f17e1aed0e2.json
new file mode 100644
index 00000000..a3929ea9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/5fd08f17e1aed0e2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/609a7271352fd0d0.json b/abed_results/rail_lines/best_segneigh/609a7271352fd0d0.json
new file mode 100644
index 00000000..c94e1d4a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/609a7271352fd0d0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/60eff50e2c65b020.json b/abed_results/rail_lines/best_segneigh/60eff50e2c65b020.json
new file mode 100644
index 00000000..8f82e045
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/60eff50e2c65b020.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/6201e26a348543d4.json b/abed_results/rail_lines/best_segneigh/6201e26a348543d4.json
new file mode 100644
index 00000000..a21fa660
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/6201e26a348543d4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/66c7e1a8199a224b.json b/abed_results/rail_lines/best_segneigh/66c7e1a8199a224b.json
new file mode 100644
index 00000000..d25bf699
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/66c7e1a8199a224b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/6aa0a2e4c036b558.json b/abed_results/rail_lines/best_segneigh/6aa0a2e4c036b558.json
new file mode 100644
index 00000000..358881e7
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/6aa0a2e4c036b558.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/6b8da004f333992b.json b/abed_results/rail_lines/best_segneigh/6b8da004f333992b.json
new file mode 100644
index 00000000..ed7dd664
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/6b8da004f333992b.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.008802414
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/6d57a539eb47eedb.json b/abed_results/rail_lines/best_segneigh/6d57a539eb47eedb.json
new file mode 100644
index 00000000..53a1f3f5
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/6d57a539eb47eedb.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.06908727
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/6f61e15fb3f9fd11.json b/abed_results/rail_lines/best_segneigh/6f61e15fb3f9fd11.json
new file mode 100644
index 00000000..9028e2c4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/6f61e15fb3f9fd11.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/70cf1475667a34eb.json b/abed_results/rail_lines/best_segneigh/70cf1475667a34eb.json
new file mode 100644
index 00000000..c3297633
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/70cf1475667a34eb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/70ef193ec5e02746.json b/abed_results/rail_lines/best_segneigh/70ef193ec5e02746.json
new file mode 100644
index 00000000..b8b0a9a6
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/70ef193ec5e02746.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/718d27afa53c7111.json b/abed_results/rail_lines/best_segneigh/718d27afa53c7111.json
new file mode 100644
index 00000000..c2fc91d3
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/718d27afa53c7111.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/72139a4c435c0c7f.json b/abed_results/rail_lines/best_segneigh/72139a4c435c0c7f.json
new file mode 100644
index 00000000..e417721e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/72139a4c435c0c7f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/73ce6195c8d95955.json b/abed_results/rail_lines/best_segneigh/73ce6195c8d95955.json
new file mode 100644
index 00000000..71612370
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/73ce6195c8d95955.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/74ff71f914af2972.json b/abed_results/rail_lines/best_segneigh/74ff71f914af2972.json
new file mode 100644
index 00000000..9d50b5a6
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/74ff71f914af2972.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01412249
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/7903898865c0c50d.json b/abed_results/rail_lines/best_segneigh/7903898865c0c50d.json
new file mode 100644
index 00000000..d78c6064
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/7903898865c0c50d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/79768f5bb7fb3d1c.json b/abed_results/rail_lines/best_segneigh/79768f5bb7fb3d1c.json
new file mode 100644
index 00000000..40ba459e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/79768f5bb7fb3d1c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/7b419b8a3a855f43.json b/abed_results/rail_lines/best_segneigh/7b419b8a3a855f43.json
new file mode 100644
index 00000000..65507188
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/7b419b8a3a855f43.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/7c4a4c12b43f0ae7.json b/abed_results/rail_lines/best_segneigh/7c4a4c12b43f0ae7.json
new file mode 100644
index 00000000..8fa1e6c1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/7c4a4c12b43f0ae7.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.00415802
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/7e0fd57996f38d85.json b/abed_results/rail_lines/best_segneigh/7e0fd57996f38d85.json
new file mode 100644
index 00000000..ac6f65e2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/7e0fd57996f38d85.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.006774902
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/7ed9c8c08448461f.json b/abed_results/rail_lines/best_segneigh/7ed9c8c08448461f.json
new file mode 100644
index 00000000..b9cf63c0
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/7ed9c8c08448461f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/81b34715c585a021.json b/abed_results/rail_lines/best_segneigh/81b34715c585a021.json
new file mode 100644
index 00000000..3530bd8f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/81b34715c585a021.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8217789e0e4baca9.json b/abed_results/rail_lines/best_segneigh/8217789e0e4baca9.json
new file mode 100644
index 00000000..e1112157
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8217789e0e4baca9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/834946bb1d156c02.json b/abed_results/rail_lines/best_segneigh/834946bb1d156c02.json
new file mode 100644
index 00000000..79e58655
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/834946bb1d156c02.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/83b00bed5cd9aac2.json b/abed_results/rail_lines/best_segneigh/83b00bed5cd9aac2.json
new file mode 100644
index 00000000..01b9dc59
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/83b00bed5cd9aac2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/85df9b9428eda3ae.json b/abed_results/rail_lines/best_segneigh/85df9b9428eda3ae.json
new file mode 100644
index 00000000..7a754d38
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/85df9b9428eda3ae.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/870f924244696091.json b/abed_results/rail_lines/best_segneigh/870f924244696091.json
new file mode 100644
index 00000000..633a510a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/870f924244696091.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/88aa4176a6aedb02.json b/abed_results/rail_lines/best_segneigh/88aa4176a6aedb02.json
new file mode 100644
index 00000000..4447c736
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/88aa4176a6aedb02.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8beeab7a3711ca11.json b/abed_results/rail_lines/best_segneigh/8beeab7a3711ca11.json
new file mode 100644
index 00000000..311fde69
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8beeab7a3711ca11.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8cab78c7c7a76412.json b/abed_results/rail_lines/best_segneigh/8cab78c7c7a76412.json
new file mode 100644
index 00000000..12e49021
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8cab78c7c7a76412.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			36
+		],
+		"runtime" : 0.01140714
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8cc48b955523e495.json b/abed_results/rail_lines/best_segneigh/8cc48b955523e495.json
new file mode 100644
index 00000000..60ea5afc
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8cc48b955523e495.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8e6751babce5295f.json b/abed_results/rail_lines/best_segneigh/8e6751babce5295f.json
new file mode 100644
index 00000000..1c6c46a4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8e6751babce5295f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/8fdcbe8fda57635d.json b/abed_results/rail_lines/best_segneigh/8fdcbe8fda57635d.json
new file mode 100644
index 00000000..f651e17f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/8fdcbe8fda57635d.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.009312868
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+} 
diff --git a/abed_results/rail_lines/best_segneigh/90c9eef2f7433ed2.json b/abed_results/rail_lines/best_segneigh/90c9eef2f7433ed2.json
new file mode 100644
index 00000000..ab391b38
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/90c9eef2f7433ed2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/90ed1df7ce0e44ff.json b/abed_results/rail_lines/best_segneigh/90ed1df7ce0e44ff.json
new file mode 100644
index 00000000..af13fca9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/90ed1df7ce0e44ff.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/916a927849183337.json b/abed_results/rail_lines/best_segneigh/916a927849183337.json
new file mode 100644
index 00000000..71319bb2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/916a927849183337.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/943f9015085e0772.json b/abed_results/rail_lines/best_segneigh/943f9015085e0772.json
new file mode 100644
index 00000000..ffffe272
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/943f9015085e0772.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/94454d3c51df1159.json b/abed_results/rail_lines/best_segneigh/94454d3c51df1159.json
new file mode 100644
index 00000000..7f9ed47f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/94454d3c51df1159.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/947aee16b221601c.json b/abed_results/rail_lines/best_segneigh/947aee16b221601c.json
new file mode 100644
index 00000000..514cb233
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/947aee16b221601c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/969ac350819ad2a9.json b/abed_results/rail_lines/best_segneigh/969ac350819ad2a9.json
new file mode 100644
index 00000000..0f4ee827
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/969ac350819ad2a9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/982a7fb6cf3994fe.json b/abed_results/rail_lines/best_segneigh/982a7fb6cf3994fe.json
new file mode 100644
index 00000000..855fb1ac
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/982a7fb6cf3994fe.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9958bd2c30d01b8d.json b/abed_results/rail_lines/best_segneigh/9958bd2c30d01b8d.json
new file mode 100644
index 00000000..8e96a01c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9958bd2c30d01b8d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/99ce5de01d1967b6.json b/abed_results/rail_lines/best_segneigh/99ce5de01d1967b6.json
new file mode 100644
index 00000000..228e28e8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/99ce5de01d1967b6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9a31ab5e9c504287.json b/abed_results/rail_lines/best_segneigh/9a31ab5e9c504287.json
new file mode 100644
index 00000000..48fe9770
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9a31ab5e9c504287.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.006384373
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9ac1befe1b8b8e9f.json b/abed_results/rail_lines/best_segneigh/9ac1befe1b8b8e9f.json
new file mode 100644
index 00000000..c0ef1b09
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9ac1befe1b8b8e9f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9b25447c745524f8.json b/abed_results/rail_lines/best_segneigh/9b25447c745524f8.json
new file mode 100644
index 00000000..b16d6eb3
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9b25447c745524f8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9b93545018f3fb36.json b/abed_results/rail_lines/best_segneigh/9b93545018f3fb36.json
new file mode 100644
index 00000000..c3bd9446
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9b93545018f3fb36.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9e89eeb77c983d47.json b/abed_results/rail_lines/best_segneigh/9e89eeb77c983d47.json
new file mode 100644
index 00000000..656e9987
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9e89eeb77c983d47.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9e967912edd9eaf0.json b/abed_results/rail_lines/best_segneigh/9e967912edd9eaf0.json
new file mode 100644
index 00000000..e5f86be2
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9e967912edd9eaf0.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.00822711
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9ee2ff65bbed6067.json b/abed_results/rail_lines/best_segneigh/9ee2ff65bbed6067.json
new file mode 100644
index 00000000..175f453d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9ee2ff65bbed6067.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9f6e58afa51756f6.json b/abed_results/rail_lines/best_segneigh/9f6e58afa51756f6.json
new file mode 100644
index 00000000..70186803
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9f6e58afa51756f6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/9fc7df73bdbac8e8.json b/abed_results/rail_lines/best_segneigh/9fc7df73bdbac8e8.json
new file mode 100644
index 00000000..8b227524
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/9fc7df73bdbac8e8.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01128745
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a00c57bec8779d56.json b/abed_results/rail_lines/best_segneigh/a00c57bec8779d56.json
new file mode 100644
index 00000000..e6d5758d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a00c57bec8779d56.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a0f75fce2c9bb43b.json b/abed_results/rail_lines/best_segneigh/a0f75fce2c9bb43b.json
new file mode 100644
index 00000000..ade5c46d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a0f75fce2c9bb43b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a145e31ef52fb445.json b/abed_results/rail_lines/best_segneigh/a145e31ef52fb445.json
new file mode 100644
index 00000000..06abcb79
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a145e31ef52fb445.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a49faf1b3cc79150.json b/abed_results/rail_lines/best_segneigh/a49faf1b3cc79150.json
new file mode 100644
index 00000000..e6ebd7d9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a49faf1b3cc79150.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a4a78bf32cca9f1e.json b/abed_results/rail_lines/best_segneigh/a4a78bf32cca9f1e.json
new file mode 100644
index 00000000..43ce712b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a4a78bf32cca9f1e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a535548b4aeab1b4.json b/abed_results/rail_lines/best_segneigh/a535548b4aeab1b4.json
new file mode 100644
index 00000000..09b1d10b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a535548b4aeab1b4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a5eee0ba677eff26.json b/abed_results/rail_lines/best_segneigh/a5eee0ba677eff26.json
new file mode 100644
index 00000000..a79e36fc
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a5eee0ba677eff26.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a5efdcfd85d5bafb.json b/abed_results/rail_lines/best_segneigh/a5efdcfd85d5bafb.json
new file mode 100644
index 00000000..64a7ca99
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a5efdcfd85d5bafb.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.0719831
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a66824b26bbaf2a2.json b/abed_results/rail_lines/best_segneigh/a66824b26bbaf2a2.json
new file mode 100644
index 00000000..476408c1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a66824b26bbaf2a2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/a89eee544ad7f634.json b/abed_results/rail_lines/best_segneigh/a89eee544ad7f634.json
new file mode 100644
index 00000000..4d009621
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/a89eee544ad7f634.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/aaecb2723a3b38a2.json b/abed_results/rail_lines/best_segneigh/aaecb2723a3b38a2.json
new file mode 100644
index 00000000..c9db751b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/aaecb2723a3b38a2.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.01166344
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ab461784264e20a9.json b/abed_results/rail_lines/best_segneigh/ab461784264e20a9.json
new file mode 100644
index 00000000..af45d6d8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ab461784264e20a9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ab8b6d795fcb138a.json b/abed_results/rail_lines/best_segneigh/ab8b6d795fcb138a.json
new file mode 100644
index 00000000..510468fb
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ab8b6d795fcb138a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ac21946dca8742a5.json b/abed_results/rail_lines/best_segneigh/ac21946dca8742a5.json
new file mode 100644
index 00000000..6e37ce27
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ac21946dca8742a5.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.006236792
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ad4288235e43eaf4.json b/abed_results/rail_lines/best_segneigh/ad4288235e43eaf4.json
new file mode 100644
index 00000000..105138a7
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ad4288235e43eaf4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ad63ad3c1cbf6fc9.json b/abed_results/rail_lines/best_segneigh/ad63ad3c1cbf6fc9.json
new file mode 100644
index 00000000..cb366b7b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ad63ad3c1cbf6fc9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/adb8ab1f0e228fb4.json b/abed_results/rail_lines/best_segneigh/adb8ab1f0e228fb4.json
new file mode 100644
index 00000000..cfdcd833
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/adb8ab1f0e228fb4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ae55dd69bd77f6f9.json b/abed_results/rail_lines/best_segneigh/ae55dd69bd77f6f9.json
new file mode 100644
index 00000000..b34d25f0
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ae55dd69bd77f6f9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ae7fc6230abc2f3b.json b/abed_results/rail_lines/best_segneigh/ae7fc6230abc2f3b.json
new file mode 100644
index 00000000..c6031aaa
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ae7fc6230abc2f3b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ae8fbde091d3f606.json b/abed_results/rail_lines/best_segneigh/ae8fbde091d3f606.json
new file mode 100644
index 00000000..2f878db4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ae8fbde091d3f606.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/af12ab670bd9c62b.json b/abed_results/rail_lines/best_segneigh/af12ab670bd9c62b.json
new file mode 100644
index 00000000..59a76e40
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/af12ab670bd9c62b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b0f6d818d2d252f2.json b/abed_results/rail_lines/best_segneigh/b0f6d818d2d252f2.json
new file mode 100644
index 00000000..9fc0f946
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b0f6d818d2d252f2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b1483878ab7939a9.json b/abed_results/rail_lines/best_segneigh/b1483878ab7939a9.json
new file mode 100644
index 00000000..59d68631
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b1483878ab7939a9.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.07809758
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b4ade86f7177f7b6.json b/abed_results/rail_lines/best_segneigh/b4ade86f7177f7b6.json
new file mode 100644
index 00000000..9bc5fcbd
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b4ade86f7177f7b6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b4db8ea0a01b2466.json b/abed_results/rail_lines/best_segneigh/b4db8ea0a01b2466.json
new file mode 100644
index 00000000..6da6aed9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b4db8ea0a01b2466.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b7afc91ba99c12cf.json b/abed_results/rail_lines/best_segneigh/b7afc91ba99c12cf.json
new file mode 100644
index 00000000..eedb1b4f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b7afc91ba99c12cf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/b7d23fb363f832a7.json b/abed_results/rail_lines/best_segneigh/b7d23fb363f832a7.json
new file mode 100644
index 00000000..e70bf376
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/b7d23fb363f832a7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ba451b91e7886fa0.json b/abed_results/rail_lines/best_segneigh/ba451b91e7886fa0.json
new file mode 100644
index 00000000..fc53aa9f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ba451b91e7886fa0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/bc1a0b1fbc88680a.json b/abed_results/rail_lines/best_segneigh/bc1a0b1fbc88680a.json
new file mode 100644
index 00000000..ebcd5c1e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/bc1a0b1fbc88680a.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.06379461
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/bc8b8a0ef4c5e8b2.json b/abed_results/rail_lines/best_segneigh/bc8b8a0ef4c5e8b2.json
new file mode 100644
index 00000000..f636dd30
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/bc8b8a0ef4c5e8b2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/bd9db122ae0bd073.json b/abed_results/rail_lines/best_segneigh/bd9db122ae0bd073.json
new file mode 100644
index 00000000..2a9036d4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/bd9db122ae0bd073.json
@@ -0,0 +1,34 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			6,
+			9,
+			17,
+			19,
+			25,
+			28,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.01626134
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/bdb96f61635c9de6.json b/abed_results/rail_lines/best_segneigh/bdb96f61635c9de6.json
new file mode 100644
index 00000000..e76ceaf0
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/bdb96f61635c9de6.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.0171237
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/be3233f909101664.json b/abed_results/rail_lines/best_segneigh/be3233f909101664.json
new file mode 100644
index 00000000..8582fff4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/be3233f909101664.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/be8105f9938096ee.json b/abed_results/rail_lines/best_segneigh/be8105f9938096ee.json
new file mode 100644
index 00000000..f920d39b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/be8105f9938096ee.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/befd8089ca241def.json b/abed_results/rail_lines/best_segneigh/befd8089ca241def.json
new file mode 100644
index 00000000..d061b167
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/befd8089ca241def.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/bf78eea169d88d3b.json b/abed_results/rail_lines/best_segneigh/bf78eea169d88d3b.json
new file mode 100644
index 00000000..dfd5f4c8
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/bf78eea169d88d3b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c20747e917ed51a8.json b/abed_results/rail_lines/best_segneigh/c20747e917ed51a8.json
new file mode 100644
index 00000000..debb0316
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c20747e917ed51a8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c2dead0a693c1199.json b/abed_results/rail_lines/best_segneigh/c2dead0a693c1199.json
new file mode 100644
index 00000000..2153a830
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c2dead0a693c1199.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			36
+		],
+		"runtime" : 0.01696897
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c33e9e12d45db00d.json b/abed_results/rail_lines/best_segneigh/c33e9e12d45db00d.json
new file mode 100644
index 00000000..ff860da1
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c33e9e12d45db00d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c42e2b370a6e25e2.json b/abed_results/rail_lines/best_segneigh/c42e2b370a6e25e2.json
new file mode 100644
index 00000000..d63fa385
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c42e2b370a6e25e2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c4326843f33c01f2.json b/abed_results/rail_lines/best_segneigh/c4326843f33c01f2.json
new file mode 100644
index 00000000..ecd15dda
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c4326843f33c01f2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c47f4085847b6fe2.json b/abed_results/rail_lines/best_segneigh/c47f4085847b6fe2.json
new file mode 100644
index 00000000..365d776c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c47f4085847b6fe2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c746f3ab534f6e9e.json b/abed_results/rail_lines/best_segneigh/c746f3ab534f6e9e.json
new file mode 100644
index 00000000..83670ba5
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c746f3ab534f6e9e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c84f17072204df33.json b/abed_results/rail_lines/best_segneigh/c84f17072204df33.json
new file mode 100644
index 00000000..24f46bd4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c84f17072204df33.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c85cd9c0d79b5cd9.json b/abed_results/rail_lines/best_segneigh/c85cd9c0d79b5cd9.json
new file mode 100644
index 00000000..39cb53c7
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c85cd9c0d79b5cd9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c8bc3d5a52de675d.json b/abed_results/rail_lines/best_segneigh/c8bc3d5a52de675d.json
new file mode 100644
index 00000000..32567805
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c8bc3d5a52de675d.json
@@ -0,0 +1,43 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			0,
+			3,
+			4,
+			5,
+			6,
+			7,
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+			28,
+			29,
+			30,
+			31,
+			36
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+		"runtime" : 0.02010608
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c8ca64272f74800a.json b/abed_results/rail_lines/best_segneigh/c8ca64272f74800a.json
new file mode 100644
index 00000000..e67a67c7
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c8ca64272f74800a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c949ea3fa5539bc5.json b/abed_results/rail_lines/best_segneigh/c949ea3fa5539bc5.json
new file mode 100644
index 00000000..64f615bf
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c949ea3fa5539bc5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c98e5a88678ce379.json b/abed_results/rail_lines/best_segneigh/c98e5a88678ce379.json
new file mode 100644
index 00000000..5df1eb5d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c98e5a88678ce379.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.006932735
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/c9fbe740957b0971.json b/abed_results/rail_lines/best_segneigh/c9fbe740957b0971.json
new file mode 100644
index 00000000..54a9c38e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/c9fbe740957b0971.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ca5a26e6e653d9cb.json b/abed_results/rail_lines/best_segneigh/ca5a26e6e653d9cb.json
new file mode 100644
index 00000000..0973c2ac
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ca5a26e6e653d9cb.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			28,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.01148534
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/cbdc5ddccbc68ae4.json b/abed_results/rail_lines/best_segneigh/cbdc5ddccbc68ae4.json
new file mode 100644
index 00000000..b3d4500c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/cbdc5ddccbc68ae4.json
@@ -0,0 +1,43 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			0,
+			2,
+			3,
+			4,
+			6,
+			9,
+			17,
+			19,
+			20,
+			21,
+			22,
+			23,
+			24,
+			25,
+			26,
+			29,
+			30,
+			34,
+			36
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+		"runtime" : 0.06997108
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/cc57d978c10d332c.json b/abed_results/rail_lines/best_segneigh/cc57d978c10d332c.json
new file mode 100644
index 00000000..90dc5e3e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/cc57d978c10d332c.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.008899212
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ccf8ecd1dc2fac30.json b/abed_results/rail_lines/best_segneigh/ccf8ecd1dc2fac30.json
new file mode 100644
index 00000000..7e148a3f
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ccf8ecd1dc2fac30.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d0f73ed881f10975.json b/abed_results/rail_lines/best_segneigh/d0f73ed881f10975.json
new file mode 100644
index 00000000..01ddb111
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d0f73ed881f10975.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f mean -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d28d06ff36ea6e90.json b/abed_results/rail_lines/best_segneigh/d28d06ff36ea6e90.json
new file mode 100644
index 00000000..7d388a49
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d28d06ff36ea6e90.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d2bcef5a1dbb0667.json b/abed_results/rail_lines/best_segneigh/d2bcef5a1dbb0667.json
new file mode 100644
index 00000000..66dcdf9a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d2bcef5a1dbb0667.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d375d5b7ef7269ec.json b/abed_results/rail_lines/best_segneigh/d375d5b7ef7269ec.json
new file mode 100644
index 00000000..d02fc0e0
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d375d5b7ef7269ec.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.008523226
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d4fe3f3130afed1e.json b/abed_results/rail_lines/best_segneigh/d4fe3f3130afed1e.json
new file mode 100644
index 00000000..0e8acc72
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d4fe3f3130afed1e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d59cb9da7f7f3d13.json b/abed_results/rail_lines/best_segneigh/d59cb9da7f7f3d13.json
new file mode 100644
index 00000000..db9d5566
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d59cb9da7f7f3d13.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d5c232c12205d603.json b/abed_results/rail_lines/best_segneigh/d5c232c12205d603.json
new file mode 100644
index 00000000..c1f4468c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d5c232c12205d603.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d5fb2e4870a34a82.json b/abed_results/rail_lines/best_segneigh/d5fb2e4870a34a82.json
new file mode 100644
index 00000000..3345c38e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d5fb2e4870a34a82.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d663bd5c8399585b.json b/abed_results/rail_lines/best_segneigh/d663bd5c8399585b.json
new file mode 100644
index 00000000..e309d8a9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d663bd5c8399585b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d69398ec8f6aa726.json b/abed_results/rail_lines/best_segneigh/d69398ec8f6aa726.json
new file mode 100644
index 00000000..e4ab0ae6
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d69398ec8f6aa726.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d7d4145f59d8fb44.json b/abed_results/rail_lines/best_segneigh/d7d4145f59d8fb44.json
new file mode 100644
index 00000000..8c39b7ea
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d7d4145f59d8fb44.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d8176bd4685ee65e.json b/abed_results/rail_lines/best_segneigh/d8176bd4685ee65e.json
new file mode 100644
index 00000000..6d123f5d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d8176bd4685ee65e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/d88e16a29b285f21.json b/abed_results/rail_lines/best_segneigh/d88e16a29b285f21.json
new file mode 100644
index 00000000..6a93f7a4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/d88e16a29b285f21.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/dca661bcabc8f092.json b/abed_results/rail_lines/best_segneigh/dca661bcabc8f092.json
new file mode 100644
index 00000000..30b0eb92
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/dca661bcabc8f092.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/dda59bf7d5ede12d.json b/abed_results/rail_lines/best_segneigh/dda59bf7d5ede12d.json
new file mode 100644
index 00000000..2a0a8d47
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/dda59bf7d5ede12d.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01455712
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ddabf461323d75e9.json b/abed_results/rail_lines/best_segneigh/ddabf461323d75e9.json
new file mode 100644
index 00000000..28bd80d9
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ddabf461323d75e9.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			25,
+			36
+		],
+		"runtime" : 0.01428199
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/df2b1550d0e2e034.json b/abed_results/rail_lines/best_segneigh/df2b1550d0e2e034.json
new file mode 100644
index 00000000..760abc2e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/df2b1550d0e2e034.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty not implemented for SegNeigh method, please choose an alternative penalty",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Normal -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/df93d163487865d2.json b/abed_results/rail_lines/best_segneigh/df93d163487865d2.json
new file mode 100644
index 00000000..3db0fea4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/df93d163487865d2.json
@@ -0,0 +1,43 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t CUSUM -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			6,
+			8,
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+			28,
+			29,
+			30,
+			31,
+			32,
+			36
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+		"runtime" : 0.06096339
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/dfb48664a479fe7c.json b/abed_results/rail_lines/best_segneigh/dfb48664a479fe7c.json
new file mode 100644
index 00000000..0c7e0043
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/dfb48664a479fe7c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e13239ce7b9d1cf7.json b/abed_results/rail_lines/best_segneigh/e13239ce7b9d1cf7.json
new file mode 100644
index 00000000..2b7d4771
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e13239ce7b9d1cf7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e26e5560ed35d849.json b/abed_results/rail_lines/best_segneigh/e26e5560ed35d849.json
new file mode 100644
index 00000000..5c11da4e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e26e5560ed35d849.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e2ce6e480c6ca361.json b/abed_results/rail_lines/best_segneigh/e2ce6e480c6ca361.json
new file mode 100644
index 00000000..c8d06d76
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e2ce6e480c6ca361.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f var -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e37b15c97fc17c0d.json b/abed_results/rail_lines/best_segneigh/e37b15c97fc17c0d.json
new file mode 100644
index 00000000..12c7f1af
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e37b15c97fc17c0d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e388f6568ec7d01a.json b/abed_results/rail_lines/best_segneigh/e388f6568ec7d01a.json
new file mode 100644
index 00000000..5ded9463
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e388f6568ec7d01a.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f mean -t CUSUM -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			5,
+			9,
+			14,
+			25,
+			36
+		],
+		"runtime" : 0.008774281
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e5ec7c1f01334dd6.json b/abed_results/rail_lines/best_segneigh/e5ec7c1f01334dd6.json
new file mode 100644
index 00000000..e4b67357
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e5ec7c1f01334dd6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e6c3ce2398fdc5b6.json b/abed_results/rail_lines/best_segneigh/e6c3ce2398fdc5b6.json
new file mode 100644
index 00000000..b8ee2c4c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e6c3ce2398fdc5b6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Exponential -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e8d2240c10a90ac9.json b/abed_results/rail_lines/best_segneigh/e8d2240c10a90ac9.json
new file mode 100644
index 00000000..e6d3f01c
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e8d2240c10a90ac9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/e94fbb9df29ec5fd.json b/abed_results/rail_lines/best_segneigh/e94fbb9df29ec5fd.json
new file mode 100644
index 00000000..24f22889
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/e94fbb9df29ec5fd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ea837690116e3887.json b/abed_results/rail_lines/best_segneigh/ea837690116e3887.json
new file mode 100644
index 00000000..56c8dbfa
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ea837690116e3887.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f var -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			36
+		],
+		"runtime" : 0.06083584
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/eaa6548e8aae1c41.json b/abed_results/rail_lines/best_segneigh/eaa6548e8aae1c41.json
new file mode 100644
index 00000000..402e88d4
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/eaa6548e8aae1c41.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Normal -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			25,
+			28,
+			31,
+			33,
+			36
+		],
+		"runtime" : 0.01569843
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ebc7b24e4d1c8c7f.json b/abed_results/rail_lines/best_segneigh/ebc7b24e4d1c8c7f.json
new file mode 100644
index 00000000..eff31a65
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ebc7b24e4d1c8c7f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p SIC -f mean -t Gamma -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ed1d0a3b11537be9.json b/abed_results/rail_lines/best_segneigh/ed1d0a3b11537be9.json
new file mode 100644
index 00000000..8f7b488a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ed1d0a3b11537be9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f var -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/ee5d4d5bc9a9ccaf.json b/abed_results/rail_lines/best_segneigh/ee5d4d5bc9a9ccaf.json
new file mode 100644
index 00000000..0fe87251
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/ee5d4d5bc9a9ccaf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f meanvar -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f071f4089ec66deb.json b/abed_results/rail_lines/best_segneigh/f071f4089ec66deb.json
new file mode 100644
index 00000000..8b5ed732
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f071f4089ec66deb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f meanvar -t Poisson -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f1a3b652159db4b2.json b/abed_results/rail_lines/best_segneigh/f1a3b652159db4b2.json
new file mode 100644
index 00000000..7017b662
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f1a3b652159db4b2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f1cb07d0443c3a73.json b/abed_results/rail_lines/best_segneigh/f1cb07d0443c3a73.json
new file mode 100644
index 00000000..5e229615
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f1cb07d0443c3a73.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f27af6e958684e85.json b/abed_results/rail_lines/best_segneigh/f27af6e958684e85.json
new file mode 100644
index 00000000..dde64048
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f27af6e958684e85.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f mean -t CSS -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f373ea20651bd8a9.json b/abed_results/rail_lines/best_segneigh/f373ea20651bd8a9.json
new file mode 100644
index 00000000..31f52e69
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f373ea20651bd8a9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f4572b89c7944ced.json b/abed_results/rail_lines/best_segneigh/f4572b89c7944ced.json
new file mode 100644
index 00000000..2479619e
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f4572b89c7944ced.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p BIC -f mean -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f4727d74ca1503da.json b/abed_results/rail_lines/best_segneigh/f4727d74ca1503da.json
new file mode 100644
index 00000000..4fd41143
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f4727d74ca1503da.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p None -f meanvar -t CSS -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f482003e9c8c11a4.json b/abed_results/rail_lines/best_segneigh/f482003e9c8c11a4.json
new file mode 100644
index 00000000..e4f268fb
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f482003e9c8c11a4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f623b09dba329e48.json b/abed_results/rail_lines/best_segneigh/f623b09dba329e48.json
new file mode 100644
index 00000000..066d0a20
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f623b09dba329e48.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p MBIC -f mean -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f698dea63440a909.json b/abed_results/rail_lines/best_segneigh/f698dea63440a909.json
new file mode 100644
index 00000000..a2167a5a
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f698dea63440a909.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p AIC -f meanvar -t Poisson -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f752e0ee92db1c4d.json b/abed_results/rail_lines/best_segneigh/f752e0ee92db1c4d.json
new file mode 100644
index 00000000..cdb88a2d
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f752e0ee92db1c4d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Hannan-Quinn -f var -t Exponential -m SegNeigh -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/rail_lines/best_segneigh/f97c1b48520c2e3a.json b/abed_results/rail_lines/best_segneigh/f97c1b48520c2e3a.json
new file mode 100644
index 00000000..1be42b6b
--- /dev/null
+++ b/abed_results/rail_lines/best_segneigh/f97c1b48520c2e3a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/rail_lines.json -p Asymptotic -f meanvar -t Gamma -m SegNeigh -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "rail_lines",
+	"dataset_md5" : "fa7d19c61264f0d6b9d74cd145a50012",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 19.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}