initial commit

252 files changed, 8803 insertions, 0 deletions

diff --git a/abed_results/us_population/best_segneigh/0009a34eccf64e6e.json b/abed_results/us_population/best_segneigh/0009a34eccf64e6e.json
new file mode 100644
index 00000000..c5cc9cad
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0009a34eccf64e6e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/00d5851cf4e3a3d3.json b/abed_results/us_population/best_segneigh/00d5851cf4e3a3d3.json
new file mode 100644
index 00000000..a068739a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/00d5851cf4e3a3d3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/016446f0ce82e083.json b/abed_results/us_population/best_segneigh/016446f0ce82e083.json
new file mode 100644
index 00000000..5a1f4593
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/016446f0ce82e083.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.6003928
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/01bc2e76b7f41a8f.json b/abed_results/us_population/best_segneigh/01bc2e76b7f41a8f.json
new file mode 100644
index 00000000..8f13b51e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/01bc2e76b7f41a8f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/02114fe44f67c0fa.json b/abed_results/us_population/best_segneigh/02114fe44f67c0fa.json
new file mode 100644
index 00000000..605c87ad
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/02114fe44f67c0fa.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/021ddac7b8c11a16.json b/abed_results/us_population/best_segneigh/021ddac7b8c11a16.json
new file mode 100644
index 00000000..943d719e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/021ddac7b8c11a16.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/022aa7e82a3c4a38.json b/abed_results/us_population/best_segneigh/022aa7e82a3c4a38.json
new file mode 100644
index 00000000..56f09f17
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/022aa7e82a3c4a38.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/02402488499fa739.json b/abed_results/us_population/best_segneigh/02402488499fa739.json
new file mode 100644
index 00000000..f642fc9d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/02402488499fa739.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/031c599ec2013cc1.json b/abed_results/us_population/best_segneigh/031c599ec2013cc1.json
new file mode 100644
index 00000000..7121adbd
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/031c599ec2013cc1.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/03b7976542d8a403.json b/abed_results/us_population/best_segneigh/03b7976542d8a403.json
new file mode 100644
index 00000000..1269909b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/03b7976542d8a403.json
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+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
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diff --git a/abed_results/us_population/best_segneigh/041c02a4e7256eb3.json b/abed_results/us_population/best_segneigh/041c02a4e7256eb3.json
new file mode 100644
index 00000000..74f84160
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/041c02a4e7256eb3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/04d95773499ac86b.json b/abed_results/us_population/best_segneigh/04d95773499ac86b.json
new file mode 100644
index 00000000..df0d6f5a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/04d95773499ac86b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/06b17263470c3294.json b/abed_results/us_population/best_segneigh/06b17263470c3294.json
new file mode 100644
index 00000000..b984be79
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/06b17263470c3294.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/06e8f361b1ceca89.json b/abed_results/us_population/best_segneigh/06e8f361b1ceca89.json
new file mode 100644
index 00000000..9e511a9b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/06e8f361b1ceca89.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/075f35f710b21e1f.json b/abed_results/us_population/best_segneigh/075f35f710b21e1f.json
new file mode 100644
index 00000000..fe943523
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/075f35f710b21e1f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/0851823ac6fabd81.json b/abed_results/us_population/best_segneigh/0851823ac6fabd81.json
new file mode 100644
index 00000000..3c3b4945
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0851823ac6fabd81.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			147,
+			320,
+			486,
+			656,
+			815
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+} 
diff --git a/abed_results/us_population/best_segneigh/0b81d0fb28c05f25.json b/abed_results/us_population/best_segneigh/0b81d0fb28c05f25.json
new file mode 100644
index 00000000..ae787b49
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0b81d0fb28c05f25.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/0c51b2febbe044e9.json b/abed_results/us_population/best_segneigh/0c51b2febbe044e9.json
new file mode 100644
index 00000000..24c4ec4e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0c51b2febbe044e9.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/0d47848e67749f86.json b/abed_results/us_population/best_segneigh/0d47848e67749f86.json
new file mode 100644
index 00000000..f7676ba3
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0d47848e67749f86.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/0ddbe171488eaa80.json b/abed_results/us_population/best_segneigh/0ddbe171488eaa80.json
new file mode 100644
index 00000000..86b540d9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0ddbe171488eaa80.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/0e061037f80828ee.json b/abed_results/us_population/best_segneigh/0e061037f80828ee.json
new file mode 100644
index 00000000..d6a9d127
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/0e061037f80828ee.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/13af412dde8f7bc3.json b/abed_results/us_population/best_segneigh/13af412dde8f7bc3.json
new file mode 100644
index 00000000..20145248
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/13af412dde8f7bc3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/1481c4cf82e6f74f.json b/abed_results/us_population/best_segneigh/1481c4cf82e6f74f.json
new file mode 100644
index 00000000..90e39a04
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1481c4cf82e6f74f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/1624e1fa3279355d.json b/abed_results/us_population/best_segneigh/1624e1fa3279355d.json
new file mode 100644
index 00000000..d420b3cf
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1624e1fa3279355d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/168514c3552f86cf.json b/abed_results/us_population/best_segneigh/168514c3552f86cf.json
new file mode 100644
index 00000000..6e881e3a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/168514c3552f86cf.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/16a61e58c967bcf8.json b/abed_results/us_population/best_segneigh/16a61e58c967bcf8.json
new file mode 100644
index 00000000..ee86069a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/16a61e58c967bcf8.json
@@ -0,0 +1,23 @@
+{
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+	"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/us_population.json -p MBIC -f var -t CUSUM -m SegNeigh -Q max",
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diff --git a/abed_results/us_population/best_segneigh/170cf9ce81a1e1f2.json b/abed_results/us_population/best_segneigh/170cf9ce81a1e1f2.json
new file mode 100644
index 00000000..68f4ddf7
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/170cf9ce81a1e1f2.json
@@ -0,0 +1,23 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
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+} 
diff --git a/abed_results/us_population/best_segneigh/1ab009c48198b467.json b/abed_results/us_population/best_segneigh/1ab009c48198b467.json
new file mode 100644
index 00000000..dc67e4f5
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1ab009c48198b467.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
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diff --git a/abed_results/us_population/best_segneigh/1ba5ba256f41eab8.json b/abed_results/us_population/best_segneigh/1ba5ba256f41eab8.json
new file mode 100644
index 00000000..36417abb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1ba5ba256f41eab8.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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+	"parameters" : {
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+} 
diff --git a/abed_results/us_population/best_segneigh/1c95bad55b323c8e.json b/abed_results/us_population/best_segneigh/1c95bad55b323c8e.json
new file mode 100644
index 00000000..8c1e7f9e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1c95bad55b323c8e.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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diff --git a/abed_results/us_population/best_segneigh/1ca79be3b926f360.json b/abed_results/us_population/best_segneigh/1ca79be3b926f360.json
new file mode 100644
index 00000000..dc6a79d4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1ca79be3b926f360.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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new file mode 100644
index 00000000..52edba0a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1f41e7427e3c6226.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
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+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
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+	"parameters" : {
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+		"func" : "mean",
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+		"method" : "SegNeigh",
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+} 
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new file mode 100644
index 00000000..644d1724
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/1f89ff3b78d5e7cb.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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new file mode 100644
index 00000000..202f9a6e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2235e2898a3f265c.json
@@ -0,0 +1,23 @@
+{
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+		"func" : "meanvar",
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+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/24aa5691e775f378.json b/abed_results/us_population/best_segneigh/24aa5691e775f378.json
new file mode 100644
index 00000000..edb6dcaf
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/24aa5691e775f378.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_segneigh/24af126b88d0587c.json b/abed_results/us_population/best_segneigh/24af126b88d0587c.json
new file mode 100644
index 00000000..b8ccc7cd
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/24af126b88d0587c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/24c53517b623225a.json b/abed_results/us_population/best_segneigh/24c53517b623225a.json
new file mode 100644
index 00000000..e2355129
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/24c53517b623225a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/270dbe6741c22b2f.json b/abed_results/us_population/best_segneigh/270dbe6741c22b2f.json
new file mode 100644
index 00000000..0b0ec415
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/270dbe6741c22b2f.json
@@ -0,0 +1,40 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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diff --git a/abed_results/us_population/best_segneigh/287a600dce7ea835.json b/abed_results/us_population/best_segneigh/287a600dce7ea835.json
new file mode 100644
index 00000000..2dd95e46
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/287a600dce7ea835.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/288a985dbb3544e1.json b/abed_results/us_population/best_segneigh/288a985dbb3544e1.json
new file mode 100644
index 00000000..0a4ae65e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/288a985dbb3544e1.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/29133f02e7cb645b.json b/abed_results/us_population/best_segneigh/29133f02e7cb645b.json
new file mode 100644
index 00000000..f7784845
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/29133f02e7cb645b.json
@@ -0,0 +1,433 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
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diff --git a/abed_results/us_population/best_segneigh/2a2d87b4dc65336d.json b/abed_results/us_population/best_segneigh/2a2d87b4dc65336d.json
new file mode 100644
index 00000000..1256697c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2a2d87b4dc65336d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/2b3c113a7358f3d8.json b/abed_results/us_population/best_segneigh/2b3c113a7358f3d8.json
new file mode 100644
index 00000000..a4ca2f22
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2b3c113a7358f3d8.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/2cfe9d652ed00a39.json b/abed_results/us_population/best_segneigh/2cfe9d652ed00a39.json
new file mode 100644
index 00000000..6a8b1957
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2cfe9d652ed00a39.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
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+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/2dc9b06d2fe58d95.json b/abed_results/us_population/best_segneigh/2dc9b06d2fe58d95.json
new file mode 100644
index 00000000..c2b4265a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2dc9b06d2fe58d95.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
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+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/2de240d54d11e74f.json b/abed_results/us_population/best_segneigh/2de240d54d11e74f.json
new file mode 100644
index 00000000..408cf665
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2de240d54d11e74f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/2e71885b2aa12a24.json b/abed_results/us_population/best_segneigh/2e71885b2aa12a24.json
new file mode 100644
index 00000000..9dbaafbe
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2e71885b2aa12a24.json
@@ -0,0 +1,25 @@
+{
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+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
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+		"runtime" : 0.5464253
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+} 
diff --git a/abed_results/us_population/best_segneigh/2e7cb124e413c6f2.json b/abed_results/us_population/best_segneigh/2e7cb124e413c6f2.json
new file mode 100644
index 00000000..d51be5ed
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2e7cb124e413c6f2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/2eab957fe1a5786e.json b/abed_results/us_population/best_segneigh/2eab957fe1a5786e.json
new file mode 100644
index 00000000..f0f1b4f5
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2eab957fe1a5786e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
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+			243,
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diff --git a/abed_results/us_population/best_segneigh/2fe3dbb93f8e1b71.json b/abed_results/us_population/best_segneigh/2fe3dbb93f8e1b71.json
new file mode 100644
index 00000000..93c1b839
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/2fe3dbb93f8e1b71.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
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+} 
diff --git a/abed_results/us_population/best_segneigh/3367f4fd39af93c0.json b/abed_results/us_population/best_segneigh/3367f4fd39af93c0.json
new file mode 100644
index 00000000..786e9475
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3367f4fd39af93c0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
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+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/345cb842c6e9e2df.json b/abed_results/us_population/best_segneigh/345cb842c6e9e2df.json
new file mode 100644
index 00000000..c2660df0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/345cb842c6e9e2df.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/349d208d70c4f6e5.json b/abed_results/us_population/best_segneigh/349d208d70c4f6e5.json
new file mode 100644
index 00000000..4fae866c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/349d208d70c4f6e5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/352c0310c3d14c4e.json b/abed_results/us_population/best_segneigh/352c0310c3d14c4e.json
new file mode 100644
index 00000000..3435d618
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/352c0310c3d14c4e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+} 
diff --git a/abed_results/us_population/best_segneigh/379d1a16bb3c96ef.json b/abed_results/us_population/best_segneigh/379d1a16bb3c96ef.json
new file mode 100644
index 00000000..b5a451c5
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/379d1a16bb3c96ef.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/3875de87c173e195.json b/abed_results/us_population/best_segneigh/3875de87c173e195.json
new file mode 100644
index 00000000..af9c9d91
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3875de87c173e195.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			132,
+			317,
+			542,
+			685,
+			815
+		],
+		"runtime" : 0.4748232
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/3ac3f0b14d35add3.json b/abed_results/us_population/best_segneigh/3ac3f0b14d35add3.json
new file mode 100644
index 00000000..30845944
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3ac3f0b14d35add3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			231,
+			376,
+			474,
+			578,
+			815
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+		"runtime" : 0.5101948
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+} 
diff --git a/abed_results/us_population/best_segneigh/3ad9fe291fa82068.json b/abed_results/us_population/best_segneigh/3ad9fe291fa82068.json
new file mode 100644
index 00000000..59a19f0f
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3ad9fe291fa82068.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/3c2e6ca7326b5ed6.json b/abed_results/us_population/best_segneigh/3c2e6ca7326b5ed6.json
new file mode 100644
index 00000000..35fdbd72
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3c2e6ca7326b5ed6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/3cd8372fc8ec06ba.json b/abed_results/us_population/best_segneigh/3cd8372fc8ec06ba.json
new file mode 100644
index 00000000..9d4e2e46
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3cd8372fc8ec06ba.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/3d7d3e479f936f61.json b/abed_results/us_population/best_segneigh/3d7d3e479f936f61.json
new file mode 100644
index 00000000..849f01c6
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3d7d3e479f936f61.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/3e13428eb9bf4274.json b/abed_results/us_population/best_segneigh/3e13428eb9bf4274.json
new file mode 100644
index 00000000..41799f45
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3e13428eb9bf4274.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/3e3949c3636d1349.json b/abed_results/us_population/best_segneigh/3e3949c3636d1349.json
new file mode 100644
index 00000000..b2190b48
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3e3949c3636d1349.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
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+		"runtime" : 0.5066974
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/3fc04ed4545f97d0.json b/abed_results/us_population/best_segneigh/3fc04ed4545f97d0.json
new file mode 100644
index 00000000..115bc584
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3fc04ed4545f97d0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/3fe1fe67742e2524.json b/abed_results/us_population/best_segneigh/3fe1fe67742e2524.json
new file mode 100644
index 00000000..71c176cc
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/3fe1fe67742e2524.json
@@ -0,0 +1,31 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			104,
+			223,
+			344,
+			473,
+			571,
+			680,
+			815
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+		"runtime" : 8.543251
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/40c107cce4cf757a.json b/abed_results/us_population/best_segneigh/40c107cce4cf757a.json
new file mode 100644
index 00000000..a3563025
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/40c107cce4cf757a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/426d0865ff167537.json b/abed_results/us_population/best_segneigh/426d0865ff167537.json
new file mode 100644
index 00000000..0987c85e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/426d0865ff167537.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/428cd29c4aeff059.json b/abed_results/us_population/best_segneigh/428cd29c4aeff059.json
new file mode 100644
index 00000000..26db684b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/428cd29c4aeff059.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/43442953b2e36fb3.json b/abed_results/us_population/best_segneigh/43442953b2e36fb3.json
new file mode 100644
index 00000000..b1e02bf9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/43442953b2e36fb3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/43d19718b7dabc5c.json b/abed_results/us_population/best_segneigh/43d19718b7dabc5c.json
new file mode 100644
index 00000000..d801b60c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/43d19718b7dabc5c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/43f89ae73a1b04ef.json b/abed_results/us_population/best_segneigh/43f89ae73a1b04ef.json
new file mode 100644
index 00000000..978aa780
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/43f89ae73a1b04ef.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/44e8378b033fb320.json b/abed_results/us_population/best_segneigh/44e8378b033fb320.json
new file mode 100644
index 00000000..99658a0b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/44e8378b033fb320.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/4539def34c61ec8b.json b/abed_results/us_population/best_segneigh/4539def34c61ec8b.json
new file mode 100644
index 00000000..5f4963b4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/4539def34c61ec8b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			132,
+			317,
+			542,
+			685,
+			815
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+		"runtime" : 0.4050612
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/454bcaad27dbbc10.json b/abed_results/us_population/best_segneigh/454bcaad27dbbc10.json
new file mode 100644
index 00000000..2e6fb623
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/454bcaad27dbbc10.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/46b0b3a0ae410186.json b/abed_results/us_population/best_segneigh/46b0b3a0ae410186.json
new file mode 100644
index 00000000..6c24278d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/46b0b3a0ae410186.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/47051a397fa66693.json b/abed_results/us_population/best_segneigh/47051a397fa66693.json
new file mode 100644
index 00000000..44f99a8c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/47051a397fa66693.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/47e31cfc922925c5.json b/abed_results/us_population/best_segneigh/47e31cfc922925c5.json
new file mode 100644
index 00000000..1d96d710
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/47e31cfc922925c5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/4822bc4f04f3aba5.json b/abed_results/us_population/best_segneigh/4822bc4f04f3aba5.json
new file mode 100644
index 00000000..72131f9b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/4822bc4f04f3aba5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/482f7082b56ac1a6.json b/abed_results/us_population/best_segneigh/482f7082b56ac1a6.json
new file mode 100644
index 00000000..ab4eb2c0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/482f7082b56ac1a6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/491ada8394301cb9.json b/abed_results/us_population/best_segneigh/491ada8394301cb9.json
new file mode 100644
index 00000000..494a177e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/491ada8394301cb9.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/4d2f1f2f37f62980.json b/abed_results/us_population/best_segneigh/4d2f1f2f37f62980.json
new file mode 100644
index 00000000..114fdb25
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/4d2f1f2f37f62980.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/4f1ece510975b1a6.json b/abed_results/us_population/best_segneigh/4f1ece510975b1a6.json
new file mode 100644
index 00000000..354079d9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/4f1ece510975b1a6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/4f31043a01af2784.json b/abed_results/us_population/best_segneigh/4f31043a01af2784.json
new file mode 100644
index 00000000..fa3a3942
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/4f31043a01af2784.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
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+} 
diff --git a/abed_results/us_population/best_segneigh/50e15cbbc430993f.json b/abed_results/us_population/best_segneigh/50e15cbbc430993f.json
new file mode 100644
index 00000000..8c058f2c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/50e15cbbc430993f.json
@@ -0,0 +1,23 @@
+{
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+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
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+} 
diff --git a/abed_results/us_population/best_segneigh/52d6d36ac5121474.json b/abed_results/us_population/best_segneigh/52d6d36ac5121474.json
new file mode 100644
index 00000000..50c499b5
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/52d6d36ac5121474.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "var",
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+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
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+} 
diff --git a/abed_results/us_population/best_segneigh/534e9804d686bb81.json b/abed_results/us_population/best_segneigh/534e9804d686bb81.json
new file mode 100644
index 00000000..6172d97d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/534e9804d686bb81.json
@@ -0,0 +1,25 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
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+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
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diff --git a/abed_results/us_population/best_segneigh/54a8aa96bd39b0c3.json b/abed_results/us_population/best_segneigh/54a8aa96bd39b0c3.json
new file mode 100644
index 00000000..835f2bf9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/54a8aa96bd39b0c3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
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+} 
diff --git a/abed_results/us_population/best_segneigh/562041361445d6ea.json b/abed_results/us_population/best_segneigh/562041361445d6ea.json
new file mode 100644
index 00000000..bf93df11
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/562041361445d6ea.json
@@ -0,0 +1,33 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
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+	"status" : "SUCCESS",
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+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
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diff --git a/abed_results/us_population/best_segneigh/562a90ef3f2d1f5d.json b/abed_results/us_population/best_segneigh/562a90ef3f2d1f5d.json
new file mode 100644
index 00000000..81e71823
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/562a90ef3f2d1f5d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
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diff --git a/abed_results/us_population/best_segneigh/570efc8cd38fdf1c.json b/abed_results/us_population/best_segneigh/570efc8cd38fdf1c.json
new file mode 100644
index 00000000..21d31917
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/570efc8cd38fdf1c.json
@@ -0,0 +1,29 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
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diff --git a/abed_results/us_population/best_segneigh/57128b2a5bb8b320.json b/abed_results/us_population/best_segneigh/57128b2a5bb8b320.json
new file mode 100644
index 00000000..f1638687
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/57128b2a5bb8b320.json
@@ -0,0 +1,23 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
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+	"status" : "FAIL",
+	"parameters" : {
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+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
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diff --git a/abed_results/us_population/best_segneigh/5757348c63478377.json b/abed_results/us_population/best_segneigh/5757348c63478377.json
new file mode 100644
index 00000000..3ca2a84b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5757348c63478377.json
@@ -0,0 +1,23 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "var",
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+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
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diff --git a/abed_results/us_population/best_segneigh/592ad97a159115e4.json b/abed_results/us_population/best_segneigh/592ad97a159115e4.json
new file mode 100644
index 00000000..433ae901
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/592ad97a159115e4.json
@@ -0,0 +1,23 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"max_cp" : "max",
+		"method" : "SegNeigh",
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diff --git a/abed_results/us_population/best_segneigh/5a9a532296651b78.json b/abed_results/us_population/best_segneigh/5a9a532296651b78.json
new file mode 100644
index 00000000..63e87cba
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5a9a532296651b78.json
@@ -0,0 +1,23 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
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diff --git a/abed_results/us_population/best_segneigh/5ae69f387b856127.json b/abed_results/us_population/best_segneigh/5ae69f387b856127.json
new file mode 100644
index 00000000..6ccc6957
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5ae69f387b856127.json
@@ -0,0 +1,93 @@
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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+		"runtime" : 8.886117
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+} 
diff --git a/abed_results/us_population/best_segneigh/5b352078eb042719.json b/abed_results/us_population/best_segneigh/5b352078eb042719.json
new file mode 100644
index 00000000..a9c230ad
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5b352078eb042719.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/5b37f9c291afe2cd.json b/abed_results/us_population/best_segneigh/5b37f9c291afe2cd.json
new file mode 100644
index 00000000..cab92044
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5b37f9c291afe2cd.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/5b51fd86fa092a3e.json b/abed_results/us_population/best_segneigh/5b51fd86fa092a3e.json
new file mode 100644
index 00000000..6626d1de
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5b51fd86fa092a3e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
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+		"runtime" : 0.6242731
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+} 
diff --git a/abed_results/us_population/best_segneigh/5b5f91386270890c.json b/abed_results/us_population/best_segneigh/5b5f91386270890c.json
new file mode 100644
index 00000000..2384a87c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5b5f91386270890c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			376,
+			474,
+			578,
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+} 
diff --git a/abed_results/us_population/best_segneigh/5ee249b419fc2951.json b/abed_results/us_population/best_segneigh/5ee249b419fc2951.json
new file mode 100644
index 00000000..b042bd0e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5ee249b419fc2951.json
@@ -0,0 +1,345 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
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diff --git a/abed_results/us_population/best_segneigh/5fc9f83dc30cbf16.json b/abed_results/us_population/best_segneigh/5fc9f83dc30cbf16.json
new file mode 100644
index 00000000..684ceff4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5fc9f83dc30cbf16.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/5ffda8358b5db0f9.json b/abed_results/us_population/best_segneigh/5ffda8358b5db0f9.json
new file mode 100644
index 00000000..5834552d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/5ffda8358b5db0f9.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/6003f87916cfd8db.json b/abed_results/us_population/best_segneigh/6003f87916cfd8db.json
new file mode 100644
index 00000000..febbdceb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6003f87916cfd8db.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/611ba63cb7fcab70.json b/abed_results/us_population/best_segneigh/611ba63cb7fcab70.json
new file mode 100644
index 00000000..b9d29701
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/611ba63cb7fcab70.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/619b90fda415cca0.json b/abed_results/us_population/best_segneigh/619b90fda415cca0.json
new file mode 100644
index 00000000..0ba1e225
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/619b90fda415cca0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 32.58706
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/665814f695e68457.json b/abed_results/us_population/best_segneigh/665814f695e68457.json
new file mode 100644
index 00000000..efbd68b3
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/665814f695e68457.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			126,
+			284,
+			437,
+			548,
+			669,
+			815
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+} 
diff --git a/abed_results/us_population/best_segneigh/66cd66b6c5090572.json b/abed_results/us_population/best_segneigh/66cd66b6c5090572.json
new file mode 100644
index 00000000..aa580e4e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/66cd66b6c5090572.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/66f6242f8fd25822.json b/abed_results/us_population/best_segneigh/66f6242f8fd25822.json
new file mode 100644
index 00000000..1f09819a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/66f6242f8fd25822.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			199,
+			591,
+			815
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+		"runtime" : 28.91162
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/6710825f5905754b.json b/abed_results/us_population/best_segneigh/6710825f5905754b.json
new file mode 100644
index 00000000..758d5525
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6710825f5905754b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/67bfb8e8048ba2bc.json b/abed_results/us_population/best_segneigh/67bfb8e8048ba2bc.json
new file mode 100644
index 00000000..71664cc3
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/67bfb8e8048ba2bc.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 24.89689
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/68745b02565b1066.json b/abed_results/us_population/best_segneigh/68745b02565b1066.json
new file mode 100644
index 00000000..ac2b748a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/68745b02565b1066.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/6891ee82c0fb07d2.json b/abed_results/us_population/best_segneigh/6891ee82c0fb07d2.json
new file mode 100644
index 00000000..2eaec364
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6891ee82c0fb07d2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			147,
+			320,
+			486,
+			656,
+			815
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+} 
diff --git a/abed_results/us_population/best_segneigh/69dc560596d2705f.json b/abed_results/us_population/best_segneigh/69dc560596d2705f.json
new file mode 100644
index 00000000..751bd706
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/69dc560596d2705f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/6a4abfd302da64a2.json b/abed_results/us_population/best_segneigh/6a4abfd302da64a2.json
new file mode 100644
index 00000000..f1967e4c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6a4abfd302da64a2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			202,
+			420,
+			576,
+			716,
+			815
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+		"runtime" : 0.4071429
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/6b10ed5293ed9fe4.json b/abed_results/us_population/best_segneigh/6b10ed5293ed9fe4.json
new file mode 100644
index 00000000..a347648e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6b10ed5293ed9fe4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/6ce7909346be5542.json b/abed_results/us_population/best_segneigh/6ce7909346be5542.json
new file mode 100644
index 00000000..8239ccae
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6ce7909346be5542.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/6d51870eb3c221f4.json b/abed_results/us_population/best_segneigh/6d51870eb3c221f4.json
new file mode 100644
index 00000000..098077d0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6d51870eb3c221f4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/6e9c7895d12d7f7a.json b/abed_results/us_population/best_segneigh/6e9c7895d12d7f7a.json
new file mode 100644
index 00000000..da360b61
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/6e9c7895d12d7f7a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/72c648a18623fe04.json b/abed_results/us_population/best_segneigh/72c648a18623fe04.json
new file mode 100644
index 00000000..157a05d0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/72c648a18623fe04.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/72fa54b0ceda1ce0.json b/abed_results/us_population/best_segneigh/72fa54b0ceda1ce0.json
new file mode 100644
index 00000000..d9579d67
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/72fa54b0ceda1ce0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/73123898dc95a747.json b/abed_results/us_population/best_segneigh/73123898dc95a747.json
new file mode 100644
index 00000000..2b2589ed
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/73123898dc95a747.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/731a4e05aaac498c.json b/abed_results/us_population/best_segneigh/731a4e05aaac498c.json
new file mode 100644
index 00000000..004d8217
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/731a4e05aaac498c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/736548764f024fa5.json b/abed_results/us_population/best_segneigh/736548764f024fa5.json
new file mode 100644
index 00000000..d771a3ff
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/736548764f024fa5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/745f5d640c684693.json b/abed_results/us_population/best_segneigh/745f5d640c684693.json
new file mode 100644
index 00000000..4c15d680
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/745f5d640c684693.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/75519cf9f115e946.json b/abed_results/us_population/best_segneigh/75519cf9f115e946.json
new file mode 100644
index 00000000..573dd095
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/75519cf9f115e946.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/75eca19203c37d8a.json b/abed_results/us_population/best_segneigh/75eca19203c37d8a.json
new file mode 100644
index 00000000..791f67fc
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/75eca19203c37d8a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/76c05d05812b810d.json b/abed_results/us_population/best_segneigh/76c05d05812b810d.json
new file mode 100644
index 00000000..0145f9c0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/76c05d05812b810d.json
@@ -0,0 +1,93 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			787,
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+		"runtime" : 7.322765
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/78b8669c2a7261b4.json b/abed_results/us_population/best_segneigh/78b8669c2a7261b4.json
new file mode 100644
index 00000000..278b43b2
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/78b8669c2a7261b4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/79b8aff20eaa0f58.json b/abed_results/us_population/best_segneigh/79b8aff20eaa0f58.json
new file mode 100644
index 00000000..1aa37496
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/79b8aff20eaa0f58.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			147,
+			320,
+			486,
+			656,
+			815
+		],
+		"runtime" : 0.7378683
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/79c48329e753e444.json b/abed_results/us_population/best_segneigh/79c48329e753e444.json
new file mode 100644
index 00000000..26bb4289
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/79c48329e753e444.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/79cda93890cc5b1f.json b/abed_results/us_population/best_segneigh/79cda93890cc5b1f.json
new file mode 100644
index 00000000..47c80f1e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/79cda93890cc5b1f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
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+		"runtime" : 0.5850465
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+} 
diff --git a/abed_results/us_population/best_segneigh/7a8bff3c8cfc5b19.json b/abed_results/us_population/best_segneigh/7a8bff3c8cfc5b19.json
new file mode 100644
index 00000000..b1063b0b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/7a8bff3c8cfc5b19.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+} 
diff --git a/abed_results/us_population/best_segneigh/7aa6c65b152d45a1.json b/abed_results/us_population/best_segneigh/7aa6c65b152d45a1.json
new file mode 100644
index 00000000..9f568429
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/7aa6c65b152d45a1.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/7cc6f35cca8c6801.json b/abed_results/us_population/best_segneigh/7cc6f35cca8c6801.json
new file mode 100644
index 00000000..409fc82d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/7cc6f35cca8c6801.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/80aca9ce5fdd8a3a.json b/abed_results/us_population/best_segneigh/80aca9ce5fdd8a3a.json
new file mode 100644
index 00000000..bda8b620
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/80aca9ce5fdd8a3a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/813b73bfda8bcd53.json b/abed_results/us_population/best_segneigh/813b73bfda8bcd53.json
new file mode 100644
index 00000000..1cf9bcac
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/813b73bfda8bcd53.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
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+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/813fde3a57f90d12.json b/abed_results/us_population/best_segneigh/813fde3a57f90d12.json
new file mode 100644
index 00000000..cff95d0a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/813fde3a57f90d12.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/8190842fb35cd30e.json b/abed_results/us_population/best_segneigh/8190842fb35cd30e.json
new file mode 100644
index 00000000..992354dc
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/8190842fb35cd30e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/840c4d75af5ceca1.json b/abed_results/us_population/best_segneigh/840c4d75af5ceca1.json
new file mode 100644
index 00000000..7856ea37
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/840c4d75af5ceca1.json
@@ -0,0 +1,116 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/us_population/best_segneigh/850d83b0a2d90bda.json b/abed_results/us_population/best_segneigh/850d83b0a2d90bda.json
new file mode 100644
index 00000000..07319e24
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/850d83b0a2d90bda.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/86f9af4380157b6b.json b/abed_results/us_population/best_segneigh/86f9af4380157b6b.json
new file mode 100644
index 00000000..3a2cea18
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/86f9af4380157b6b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_segneigh/894f38a999b0fec3.json b/abed_results/us_population/best_segneigh/894f38a999b0fec3.json
new file mode 100644
index 00000000..f81db805
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/894f38a999b0fec3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/89d6b7bb11aa982c.json b/abed_results/us_population/best_segneigh/89d6b7bb11aa982c.json
new file mode 100644
index 00000000..af7b5929
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/89d6b7bb11aa982c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/8a52bc6db49e7bf2.json b/abed_results/us_population/best_segneigh/8a52bc6db49e7bf2.json
new file mode 100644
index 00000000..898553bd
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/8a52bc6db49e7bf2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/8d39d9a7ae7ea941.json b/abed_results/us_population/best_segneigh/8d39d9a7ae7ea941.json
new file mode 100644
index 00000000..ab26a750
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/8d39d9a7ae7ea941.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/8ffb4413553d37ea.json b/abed_results/us_population/best_segneigh/8ffb4413553d37ea.json
new file mode 100644
index 00000000..83dc764a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/8ffb4413553d37ea.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.4810843
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/9042f6a1edc7f031.json b/abed_results/us_population/best_segneigh/9042f6a1edc7f031.json
new file mode 100644
index 00000000..858d0f43
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9042f6a1edc7f031.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/911fca6f434560d4.json b/abed_results/us_population/best_segneigh/911fca6f434560d4.json
new file mode 100644
index 00000000..60d40505
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/911fca6f434560d4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/928926539a89a343.json b/abed_results/us_population/best_segneigh/928926539a89a343.json
new file mode 100644
index 00000000..081adbfb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/928926539a89a343.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/92df96b5c3e6c504.json b/abed_results/us_population/best_segneigh/92df96b5c3e6c504.json
new file mode 100644
index 00000000..744a155f
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/92df96b5c3e6c504.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/92fc4610d0a6fe62.json b/abed_results/us_population/best_segneigh/92fc4610d0a6fe62.json
new file mode 100644
index 00000000..c6fc32e8
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/92fc4610d0a6fe62.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/9343f3cae6bece5b.json b/abed_results/us_population/best_segneigh/9343f3cae6bece5b.json
new file mode 100644
index 00000000..9f6ef1f7
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9343f3cae6bece5b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/9734050e14f39304.json b/abed_results/us_population/best_segneigh/9734050e14f39304.json
new file mode 100644
index 00000000..36f9711a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9734050e14f39304.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/99609db204271bad.json b/abed_results/us_population/best_segneigh/99609db204271bad.json
new file mode 100644
index 00000000..0883dbc2
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/99609db204271bad.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/99d3f0902e06cf70.json b/abed_results/us_population/best_segneigh/99d3f0902e06cf70.json
new file mode 100644
index 00000000..6c11461e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/99d3f0902e06cf70.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/9a1b23cf884c7f3b.json b/abed_results/us_population/best_segneigh/9a1b23cf884c7f3b.json
new file mode 100644
index 00000000..4e68de2c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9a1b23cf884c7f3b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/9a6c966eef546221.json b/abed_results/us_population/best_segneigh/9a6c966eef546221.json
new file mode 100644
index 00000000..7017bb36
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9a6c966eef546221.json
@@ -0,0 +1,431 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
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diff --git a/abed_results/us_population/best_segneigh/9aa953aa53cbecf6.json b/abed_results/us_population/best_segneigh/9aa953aa53cbecf6.json
new file mode 100644
index 00000000..d99bcb57
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9aa953aa53cbecf6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_segneigh/9b590d471d666c89.json b/abed_results/us_population/best_segneigh/9b590d471d666c89.json
new file mode 100644
index 00000000..8f7bb313
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9b590d471d666c89.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
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+} 
diff --git a/abed_results/us_population/best_segneigh/9c826904ca74ad21.json b/abed_results/us_population/best_segneigh/9c826904ca74ad21.json
new file mode 100644
index 00000000..d656bf3a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9c826904ca74ad21.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/9caafac6a79f8fd9.json b/abed_results/us_population/best_segneigh/9caafac6a79f8fd9.json
new file mode 100644
index 00000000..3b47509b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9caafac6a79f8fd9.json
@@ -0,0 +1,27 @@
+{
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+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			199,
+			591,
+			815
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+		"runtime" : 0.485379
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+} 
diff --git a/abed_results/us_population/best_segneigh/9cb7c0ecd2ef4ed3.json b/abed_results/us_population/best_segneigh/9cb7c0ecd2ef4ed3.json
new file mode 100644
index 00000000..4bd476cb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9cb7c0ecd2ef4ed3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			323,
+			496,
+			644,
+			815
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+		"runtime" : 7.931144
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+} 
diff --git a/abed_results/us_population/best_segneigh/9e3cb18c7aa62b58.json b/abed_results/us_population/best_segneigh/9e3cb18c7aa62b58.json
new file mode 100644
index 00000000..73104b09
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9e3cb18c7aa62b58.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/9f0c1b8f7cb4d746.json b/abed_results/us_population/best_segneigh/9f0c1b8f7cb4d746.json
new file mode 100644
index 00000000..425d206b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9f0c1b8f7cb4d746.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/9f53956c2666c871.json b/abed_results/us_population/best_segneigh/9f53956c2666c871.json
new file mode 100644
index 00000000..d4246210
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/9f53956c2666c871.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/a024eeab33a0a429.json b/abed_results/us_population/best_segneigh/a024eeab33a0a429.json
new file mode 100644
index 00000000..c0896aa6
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a024eeab33a0a429.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/a1c8c0cee6369a99.json b/abed_results/us_population/best_segneigh/a1c8c0cee6369a99.json
new file mode 100644
index 00000000..c5ca4d8c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a1c8c0cee6369a99.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.5095165
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/a1e2a59e2dfa7dc6.json b/abed_results/us_population/best_segneigh/a1e2a59e2dfa7dc6.json
new file mode 100644
index 00000000..eb0e1478
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a1e2a59e2dfa7dc6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/a219943aa889e3af.json b/abed_results/us_population/best_segneigh/a219943aa889e3af.json
new file mode 100644
index 00000000..4836d5e0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a219943aa889e3af.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/a3e68bbb7b7a4f9e.json b/abed_results/us_population/best_segneigh/a3e68bbb7b7a4f9e.json
new file mode 100644
index 00000000..b1070dc5
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a3e68bbb7b7a4f9e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/a4ebe751e89e1fc2.json b/abed_results/us_population/best_segneigh/a4ebe751e89e1fc2.json
new file mode 100644
index 00000000..384c8b55
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a4ebe751e89e1fc2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/a5359c4c2166dec0.json b/abed_results/us_population/best_segneigh/a5359c4c2166dec0.json
new file mode 100644
index 00000000..2afe549e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a5359c4c2166dec0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/a84c138f3498f36f.json b/abed_results/us_population/best_segneigh/a84c138f3498f36f.json
new file mode 100644
index 00000000..4ba955fc
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a84c138f3498f36f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
+		],
+		"runtime" : 0.6490834
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/a992ea88cbb19541.json b/abed_results/us_population/best_segneigh/a992ea88cbb19541.json
new file mode 100644
index 00000000..3eedf732
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/a992ea88cbb19541.json
@@ -0,0 +1,431 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
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+} 
diff --git a/abed_results/us_population/best_segneigh/aaa74cca0ad3f72c.json b/abed_results/us_population/best_segneigh/aaa74cca0ad3f72c.json
new file mode 100644
index 00000000..45ea6b81
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/aaa74cca0ad3f72c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/ade7bec40f272667.json b/abed_results/us_population/best_segneigh/ade7bec40f272667.json
new file mode 100644
index 00000000..52e888a8
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/ade7bec40f272667.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/ae322d60a427e01e.json b/abed_results/us_population/best_segneigh/ae322d60a427e01e.json
new file mode 100644
index 00000000..28e56d9a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/ae322d60a427e01e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
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+		"runtime" : 0.7086327
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/af9be953ea61db33.json b/abed_results/us_population/best_segneigh/af9be953ea61db33.json
new file mode 100644
index 00000000..bde55fd7
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/af9be953ea61db33.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/b016ae45c30397e4.json b/abed_results/us_population/best_segneigh/b016ae45c30397e4.json
new file mode 100644
index 00000000..0134ad7e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b016ae45c30397e4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			147,
+			320,
+			486,
+			656,
+			815
+		],
+		"runtime" : 0.7031157
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/b01bd1181babe752.json b/abed_results/us_population/best_segneigh/b01bd1181babe752.json
new file mode 100644
index 00000000..3b0431db
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b01bd1181babe752.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/b1998facf423be28.json b/abed_results/us_population/best_segneigh/b1998facf423be28.json
new file mode 100644
index 00000000..2c168241
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b1998facf423be28.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/b28695b3356ac77f.json b/abed_results/us_population/best_segneigh/b28695b3356ac77f.json
new file mode 100644
index 00000000..a22ad4b2
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b28695b3356ac77f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			128,
+			243,
+			332,
+			385,
+			416,
+			446,
+			476,
+			537,
+			643,
+			815
+		],
+		"runtime" : 10.74121
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/b2de39051db44fa4.json b/abed_results/us_population/best_segneigh/b2de39051db44fa4.json
new file mode 100644
index 00000000..89761470
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b2de39051db44fa4.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/b4f3a3e7cccbd8ef.json b/abed_results/us_population/best_segneigh/b4f3a3e7cccbd8ef.json
new file mode 100644
index 00000000..3d8d4890
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b4f3a3e7cccbd8ef.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/b545f8a7f5cd4836.json b/abed_results/us_population/best_segneigh/b545f8a7f5cd4836.json
new file mode 100644
index 00000000..c8104be8
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b545f8a7f5cd4836.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/b6729d6c9268bf57.json b/abed_results/us_population/best_segneigh/b6729d6c9268bf57.json
new file mode 100644
index 00000000..36b4d56d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b6729d6c9268bf57.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/b79e61babcf1b6f5.json b/abed_results/us_population/best_segneigh/b79e61babcf1b6f5.json
new file mode 100644
index 00000000..0e765e81
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b79e61babcf1b6f5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/b9308f0d96deb792.json b/abed_results/us_population/best_segneigh/b9308f0d96deb792.json
new file mode 100644
index 00000000..f2f2ac11
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b9308f0d96deb792.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/b9a04261d4892e7d.json b/abed_results/us_population/best_segneigh/b9a04261d4892e7d.json
new file mode 100644
index 00000000..98b8d704
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/b9a04261d4892e7d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/ba50e1c063d69a51.json b/abed_results/us_population/best_segneigh/ba50e1c063d69a51.json
new file mode 100644
index 00000000..a7569cb9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/ba50e1c063d69a51.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			132,
+			317,
+			542,
+			685,
+			815
+		],
+		"runtime" : 33.27525
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/baca48e3ed7d50cc.json b/abed_results/us_population/best_segneigh/baca48e3ed7d50cc.json
new file mode 100644
index 00000000..5432f84a
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/baca48e3ed7d50cc.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/bb5630bf9e4fbc3a.json b/abed_results/us_population/best_segneigh/bb5630bf9e4fbc3a.json
new file mode 100644
index 00000000..7aeb4dc1
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/bb5630bf9e4fbc3a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/bccfe258224edda0.json b/abed_results/us_population/best_segneigh/bccfe258224edda0.json
new file mode 100644
index 00000000..af899c82
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/bccfe258224edda0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/c128268bb939696d.json b/abed_results/us_population/best_segneigh/c128268bb939696d.json
new file mode 100644
index 00000000..65e20cbb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c128268bb939696d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/c13daa8688ce540f.json b/abed_results/us_population/best_segneigh/c13daa8688ce540f.json
new file mode 100644
index 00000000..c6cb22ce
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c13daa8688ce540f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/c286c359e8a27adf.json b/abed_results/us_population/best_segneigh/c286c359e8a27adf.json
new file mode 100644
index 00000000..2a35676d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c286c359e8a27adf.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			231,
+			376,
+			474,
+			578,
+			815
+		],
+		"runtime" : 0.6607378
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/c45ca1debdf85ca3.json b/abed_results/us_population/best_segneigh/c45ca1debdf85ca3.json
new file mode 100644
index 00000000..ad5bb126
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c45ca1debdf85ca3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
+		],
+		"runtime" : 10.66743
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/c4c07ba9b07e1cf7.json b/abed_results/us_population/best_segneigh/c4c07ba9b07e1cf7.json
new file mode 100644
index 00000000..c51f3fe3
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c4c07ba9b07e1cf7.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/c665fe42cd35aa7c.json b/abed_results/us_population/best_segneigh/c665fe42cd35aa7c.json
new file mode 100644
index 00000000..8107c9a3
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c665fe42cd35aa7c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/c75f8933b4cbf052.json b/abed_results/us_population/best_segneigh/c75f8933b4cbf052.json
new file mode 100644
index 00000000..6676ec94
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c75f8933b4cbf052.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.755605
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/c87b8a83fc00bb77.json b/abed_results/us_population/best_segneigh/c87b8a83fc00bb77.json
new file mode 100644
index 00000000..581fcfa0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c87b8a83fc00bb77.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/c8eb8f4f21f688db.json b/abed_results/us_population/best_segneigh/c8eb8f4f21f688db.json
new file mode 100644
index 00000000..653f30d4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/c8eb8f4f21f688db.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			147,
+			320,
+			486,
+			656,
+			815
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+		"runtime" : 1.63339
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+} 
diff --git a/abed_results/us_population/best_segneigh/cab8d4dc40083db5.json b/abed_results/us_population/best_segneigh/cab8d4dc40083db5.json
new file mode 100644
index 00000000..0b01b2ad
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cab8d4dc40083db5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/cb43c06fadc4dbce.json b/abed_results/us_population/best_segneigh/cb43c06fadc4dbce.json
new file mode 100644
index 00000000..15e86ecc
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cb43c06fadc4dbce.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/cc7113abbafbb3d0.json b/abed_results/us_population/best_segneigh/cc7113abbafbb3d0.json
new file mode 100644
index 00000000..d5ceae11
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cc7113abbafbb3d0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
+		],
+		"runtime" : 0.5932665
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/cd159449c1f7f64b.json b/abed_results/us_population/best_segneigh/cd159449c1f7f64b.json
new file mode 100644
index 00000000..01e88ed8
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cd159449c1f7f64b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/cd44d7709c436768.json b/abed_results/us_population/best_segneigh/cd44d7709c436768.json
new file mode 100644
index 00000000..3f3964ef
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cd44d7709c436768.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/cf61859773fae595.json b/abed_results/us_population/best_segneigh/cf61859773fae595.json
new file mode 100644
index 00000000..4e4f9db9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/cf61859773fae595.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/d487cabcef9a42f5.json b/abed_results/us_population/best_segneigh/d487cabcef9a42f5.json
new file mode 100644
index 00000000..93f9b81f
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d487cabcef9a42f5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.5780175
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/d57ac48e2e22751d.json b/abed_results/us_population/best_segneigh/d57ac48e2e22751d.json
new file mode 100644
index 00000000..58644dbd
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d57ac48e2e22751d.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/d5b6a3d54af603be.json b/abed_results/us_population/best_segneigh/d5b6a3d54af603be.json
new file mode 100644
index 00000000..7061629e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d5b6a3d54af603be.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/d70f2fd45c4b9e4b.json b/abed_results/us_population/best_segneigh/d70f2fd45c4b9e4b.json
new file mode 100644
index 00000000..ae303605
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d70f2fd45c4b9e4b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/d72efb777cd925ac.json b/abed_results/us_population/best_segneigh/d72efb777cd925ac.json
new file mode 100644
index 00000000..9ff43510
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d72efb777cd925ac.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/d7349b4a8b6ae36a.json b/abed_results/us_population/best_segneigh/d7349b4a8b6ae36a.json
new file mode 100644
index 00000000..7cb260e0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d7349b4a8b6ae36a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 26.88734
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/d7be0709397f2bbb.json b/abed_results/us_population/best_segneigh/d7be0709397f2bbb.json
new file mode 100644
index 00000000..e2beb8e8
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d7be0709397f2bbb.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/d7d3e23df8ed854b.json b/abed_results/us_population/best_segneigh/d7d3e23df8ed854b.json
new file mode 100644
index 00000000..7eb0d896
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d7d3e23df8ed854b.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/d8fa3c8e9c80c3cc.json b/abed_results/us_population/best_segneigh/d8fa3c8e9c80c3cc.json
new file mode 100644
index 00000000..0ec60193
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d8fa3c8e9c80c3cc.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
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+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/d954695a25d5aed0.json b/abed_results/us_population/best_segneigh/d954695a25d5aed0.json
new file mode 100644
index 00000000..6e7a092b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d954695a25d5aed0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/d9d526cea3b5dfa1.json b/abed_results/us_population/best_segneigh/d9d526cea3b5dfa1.json
new file mode 100644
index 00000000..cd88048c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/d9d526cea3b5dfa1.json
@@ -0,0 +1,29 @@
+{
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+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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+			376,
+			474,
+			578,
+			815
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+		"runtime" : 0.5478261
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+} 
diff --git a/abed_results/us_population/best_segneigh/db91fac8e6d5aba7.json b/abed_results/us_population/best_segneigh/db91fac8e6d5aba7.json
new file mode 100644
index 00000000..315a84d1
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/db91fac8e6d5aba7.json
@@ -0,0 +1,433 @@
+{
+	"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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
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+		"pen.value" : 0,
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diff --git a/abed_results/us_population/best_segneigh/dc083d5dc8d091cf.json b/abed_results/us_population/best_segneigh/dc083d5dc8d091cf.json
new file mode 100644
index 00000000..7c3d597f
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/dc083d5dc8d091cf.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/dd58bfa2d3319d51.json b/abed_results/us_population/best_segneigh/dd58bfa2d3319d51.json
new file mode 100644
index 00000000..6c32fa1b
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/dd58bfa2d3319d51.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/dd892b8215a03ed6.json b/abed_results/us_population/best_segneigh/dd892b8215a03ed6.json
new file mode 100644
index 00000000..31a9a4e7
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/dd892b8215a03ed6.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			231,
+			376,
+			474,
+			578,
+			815
+		],
+		"runtime" : 0.7068672
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/e02f9841292fda45.json b/abed_results/us_population/best_segneigh/e02f9841292fda45.json
new file mode 100644
index 00000000..176af5b1
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e02f9841292fda45.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/e1408cee8742425e.json b/abed_results/us_population/best_segneigh/e1408cee8742425e.json
new file mode 100644
index 00000000..bfccfd9d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e1408cee8742425e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/e3f26cf85376df78.json b/abed_results/us_population/best_segneigh/e3f26cf85376df78.json
new file mode 100644
index 00000000..1163b665
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e3f26cf85376df78.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/e72914c393ed2414.json b/abed_results/us_population/best_segneigh/e72914c393ed2414.json
new file mode 100644
index 00000000..81cb9803
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e72914c393ed2414.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/e880b52d314e625f.json b/abed_results/us_population/best_segneigh/e880b52d314e625f.json
new file mode 100644
index 00000000..14245bd0
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e880b52d314e625f.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/e9b25f5087eefe04.json b/abed_results/us_population/best_segneigh/e9b25f5087eefe04.json
new file mode 100644
index 00000000..d186c301
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/e9b25f5087eefe04.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/eb350d82626ccaf0.json b/abed_results/us_population/best_segneigh/eb350d82626ccaf0.json
new file mode 100644
index 00000000..6b4385e4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/eb350d82626ccaf0.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/ec0c18dd96fbb77a.json b/abed_results/us_population/best_segneigh/ec0c18dd96fbb77a.json
new file mode 100644
index 00000000..14b2f089
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/ec0c18dd96fbb77a.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/eda6c329086830b3.json b/abed_results/us_population/best_segneigh/eda6c329086830b3.json
new file mode 100644
index 00000000..cf862255
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/eda6c329086830b3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/efe059146a9ce42e.json b/abed_results/us_population/best_segneigh/efe059146a9ce42e.json
new file mode 100644
index 00000000..b05c4861
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/efe059146a9ce42e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 45.26503
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/efff1098eba52661.json b/abed_results/us_population/best_segneigh/efff1098eba52661.json
new file mode 100644
index 00000000..7ffc5ce4
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/efff1098eba52661.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			141,
+			323,
+			496,
+			644,
+			815
+		],
+		"runtime" : 9.83287
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/f0102f9b63f03cdd.json b/abed_results/us_population/best_segneigh/f0102f9b63f03cdd.json
new file mode 100644
index 00000000..76042cc9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f0102f9b63f03cdd.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.6033814
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/f0a8271b8a91d3b5.json b/abed_results/us_population/best_segneigh/f0a8271b8a91d3b5.json
new file mode 100644
index 00000000..e4f84ae2
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f0a8271b8a91d3b5.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "SegNeigh",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			122,
+			232,
+			318,
+			368,
+			404,
+			424,
+			438,
+			460,
+			495,
+			557,
+			657,
+			815
+		],
+		"runtime" : 10.69602
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/f13965092fdef773.json b/abed_results/us_population/best_segneigh/f13965092fdef773.json
new file mode 100644
index 00000000..3a845273
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f13965092fdef773.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/f315305aecdedef2.json b/abed_results/us_population/best_segneigh/f315305aecdedef2.json
new file mode 100644
index 00000000..1c389695
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f315305aecdedef2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/f6934360290857a9.json b/abed_results/us_population/best_segneigh/f6934360290857a9.json
new file mode 100644
index 00000000..eb926469
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f6934360290857a9.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/f75ab7926645eab3.json b/abed_results/us_population/best_segneigh/f75ab7926645eab3.json
new file mode 100644
index 00000000..c3eb43e6
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f75ab7926645eab3.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/f75b0b37777b36ba.json b/abed_results/us_population/best_segneigh/f75b0b37777b36ba.json
new file mode 100644
index 00000000..0ddeb6f2
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f75b0b37777b36ba.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/f7ef2bf1b93c2548.json b/abed_results/us_population/best_segneigh/f7ef2bf1b93c2548.json
new file mode 100644
index 00000000..cc984701
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f7ef2bf1b93c2548.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/f83d8b0a32c7e987.json b/abed_results/us_population/best_segneigh/f83d8b0a32c7e987.json
new file mode 100644
index 00000000..2f2a37c9
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f83d8b0a32c7e987.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/f8ca1c06dfbca95e.json b/abed_results/us_population/best_segneigh/f8ca1c06dfbca95e.json
new file mode 100644
index 00000000..94f74e7e
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f8ca1c06dfbca95e.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/f8eff7cdf685ff40.json b/abed_results/us_population/best_segneigh/f8eff7cdf685ff40.json
new file mode 100644
index 00000000..8bb0bda6
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f8eff7cdf685ff40.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/f92cbcf8c0047bca.json b/abed_results/us_population/best_segneigh/f92cbcf8c0047bca.json
new file mode 100644
index 00000000..5e734f03
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/f92cbcf8c0047bca.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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/us_population/best_segneigh/fbde30a2b766a01c.json b/abed_results/us_population/best_segneigh/fbde30a2b766a01c.json
new file mode 100644
index 00000000..d7ca94fb
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/fbde30a2b766a01c.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/fbf6a3ddba535701.json b/abed_results/us_population/best_segneigh/fbf6a3ddba535701.json
new file mode 100644
index 00000000..2c1e5132
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/fbf6a3ddba535701.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/fc2f8773ecb747ba.json b/abed_results/us_population/best_segneigh/fc2f8773ecb747ba.json
new file mode 100644
index 00000000..8cfd3dee
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/fc2f8773ecb747ba.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "SegNeigh",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			231,
+			376,
+			474,
+			578,
+			815
+		],
+		"runtime" : 0.6161535
+	}
+} 
diff --git a/abed_results/us_population/best_segneigh/fd47f63684dec2bb.json b/abed_results/us_population/best_segneigh/fd47f63684dec2bb.json
new file mode 100644
index 00000000..290ae0ae
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/fd47f63684dec2bb.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/fe92fdeca850cc25.json b/abed_results/us_population/best_segneigh/fe92fdeca850cc25.json
new file mode 100644
index 00000000..c08be42d
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/fe92fdeca850cc25.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"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/us_population/best_segneigh/ff9ca04f32d743d2.json b/abed_results/us_population/best_segneigh/ff9ca04f32d743d2.json
new file mode 100644
index 00000000..cc2eb83c
--- /dev/null
+++ b/abed_results/us_population/best_segneigh/ff9ca04f32d743d2.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/us_population.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" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"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
+	}
+}