initial commit

126 files changed, 2836 insertions, 0 deletions

diff --git a/abed_results/quality_control_4/best_amoc/00506b21a4bacfba.json b/abed_results/quality_control_4/best_amoc/00506b21a4bacfba.json
new file mode 100644
index 00000000..e9862bb6
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/00506b21a4bacfba.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/02a8a5a97104f58c.json b/abed_results/quality_control_4/best_amoc/02a8a5a97104f58c.json
new file mode 100644
index 00000000..d87f74a0
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/02a8a5a97104f58c.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.002672195
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/0b4e400b4995b4f1.json b/abed_results/quality_control_4/best_amoc/0b4e400b4995b4f1.json
new file mode 100644
index 00000000..63a2da20
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/0b4e400b4995b4f1.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/0fffc0b6145432ce.json b/abed_results/quality_control_4/best_amoc/0fffc0b6145432ce.json
new file mode 100644
index 00000000..be819973
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/0fffc0b6145432ce.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/15d115d3fe9ef1e9.json b/abed_results/quality_control_4/best_amoc/15d115d3fe9ef1e9.json
new file mode 100644
index 00000000..c8a79150
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/15d115d3fe9ef1e9.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/163b22c2e5157d0b.json b/abed_results/quality_control_4/best_amoc/163b22c2e5157d0b.json
new file mode 100644
index 00000000..6bf59273
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/163b22c2e5157d0b.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1986bc920d723b3e.json b/abed_results/quality_control_4/best_amoc/1986bc920d723b3e.json
new file mode 100644
index 00000000..5b7d7ef3
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1986bc920d723b3e.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1a1915734118e2f2.json b/abed_results/quality_control_4/best_amoc/1a1915734118e2f2.json
new file mode 100644
index 00000000..a8ffd1cc
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1a1915734118e2f2.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1a7466963910cb48.json b/abed_results/quality_control_4/best_amoc/1a7466963910cb48.json
new file mode 100644
index 00000000..ffeef38b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1a7466963910cb48.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1c49a20518da5c69.json b/abed_results/quality_control_4/best_amoc/1c49a20518da5c69.json
new file mode 100644
index 00000000..54f3dbc4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1c49a20518da5c69.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.008441687
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1c9c83238675ee4f.json b/abed_results/quality_control_4/best_amoc/1c9c83238675ee4f.json
new file mode 100644
index 00000000..d927efe4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1c9c83238675ee4f.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1f8e7e15bb4ddd3a.json b/abed_results/quality_control_4/best_amoc/1f8e7e15bb4ddd3a.json
new file mode 100644
index 00000000..b227a88a
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1f8e7e15bb4ddd3a.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003246069
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/1fac3870f241cd9d.json b/abed_results/quality_control_4/best_amoc/1fac3870f241cd9d.json
new file mode 100644
index 00000000..bff8b64f
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/1fac3870f241cd9d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/221f3cea3f70dbb7.json b/abed_results/quality_control_4/best_amoc/221f3cea3f70dbb7.json
new file mode 100644
index 00000000..2193e79d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/221f3cea3f70dbb7.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p None -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003106356
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/238575a5c18d427d.json b/abed_results/quality_control_4/best_amoc/238575a5c18d427d.json
new file mode 100644
index 00000000..a3d5ef88
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/238575a5c18d427d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/24bc360eee55a1ee.json b/abed_results/quality_control_4/best_amoc/24bc360eee55a1ee.json
new file mode 100644
index 00000000..660ea6e8
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/24bc360eee55a1ee.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.00319171
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/262af3d6c3d0f742.json b/abed_results/quality_control_4/best_amoc/262af3d6c3d0f742.json
new file mode 100644
index 00000000..5fac0dc3
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/262af3d6c3d0f742.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/2650155de7bd1add.json b/abed_results/quality_control_4/best_amoc/2650155de7bd1add.json
new file mode 100644
index 00000000..4b35d768
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/2650155de7bd1add.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/284492e12e810d59.json b/abed_results/quality_control_4/best_amoc/284492e12e810d59.json
new file mode 100644
index 00000000..9e10f80d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/284492e12e810d59.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/285b8efbf0d34069.json b/abed_results/quality_control_4/best_amoc/285b8efbf0d34069.json
new file mode 100644
index 00000000..3b329012
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/285b8efbf0d34069.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/28818c0c14fdab78.json b/abed_results/quality_control_4/best_amoc/28818c0c14fdab78.json
new file mode 100644
index 00000000..d1b316cf
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/28818c0c14fdab78.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.002606869
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/299510ea82bd153d.json b/abed_results/quality_control_4/best_amoc/299510ea82bd153d.json
new file mode 100644
index 00000000..990dda8d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/299510ea82bd153d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/2a2545de1ebd5a96.json b/abed_results/quality_control_4/best_amoc/2a2545de1ebd5a96.json
new file mode 100644
index 00000000..38320704
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/2a2545de1ebd5a96.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003303051
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/2c1995353cd7566e.json b/abed_results/quality_control_4/best_amoc/2c1995353cd7566e.json
new file mode 100644
index 00000000..518af7e1
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/2c1995353cd7566e.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003405571
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/3371efac095ae881.json b/abed_results/quality_control_4/best_amoc/3371efac095ae881.json
new file mode 100644
index 00000000..f6e928ee
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/3371efac095ae881.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/3657263032435bee.json b/abed_results/quality_control_4/best_amoc/3657263032435bee.json
new file mode 100644
index 00000000..4addb663
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/3657263032435bee.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/370e715c620df677.json b/abed_results/quality_control_4/best_amoc/370e715c620df677.json
new file mode 100644
index 00000000..c8a20637
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/370e715c620df677.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/37b2cd42f9c11ed6.json b/abed_results/quality_control_4/best_amoc/37b2cd42f9c11ed6.json
new file mode 100644
index 00000000..52996a91
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/37b2cd42f9c11ed6.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/39ed21e45b333382.json b/abed_results/quality_control_4/best_amoc/39ed21e45b333382.json
new file mode 100644
index 00000000..d39d72bb
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/39ed21e45b333382.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/3c403497f551b5ec.json b/abed_results/quality_control_4/best_amoc/3c403497f551b5ec.json
new file mode 100644
index 00000000..dbeedff2
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/3c403497f551b5ec.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/404ce7dfd86a73ef.json b/abed_results/quality_control_4/best_amoc/404ce7dfd86a73ef.json
new file mode 100644
index 00000000..b0b9b2bb
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/404ce7dfd86a73ef.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/462e1a4cd7934e20.json b/abed_results/quality_control_4/best_amoc/462e1a4cd7934e20.json
new file mode 100644
index 00000000..681da8eb
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/462e1a4cd7934e20.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/48facc8cee49007d.json b/abed_results/quality_control_4/best_amoc/48facc8cee49007d.json
new file mode 100644
index 00000000..f219eec0
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/48facc8cee49007d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/4e0d7f1d71a99c7d.json b/abed_results/quality_control_4/best_amoc/4e0d7f1d71a99c7d.json
new file mode 100644
index 00000000..3c2dbed2
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/4e0d7f1d71a99c7d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/4ff32d25e079a52a.json b/abed_results/quality_control_4/best_amoc/4ff32d25e079a52a.json
new file mode 100644
index 00000000..1612c768
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/4ff32d25e079a52a.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/50192e305368e3be.json b/abed_results/quality_control_4/best_amoc/50192e305368e3be.json
new file mode 100644
index 00000000..51b9271a
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/50192e305368e3be.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/53fda00e2b23440b.json b/abed_results/quality_control_4/best_amoc/53fda00e2b23440b.json
new file mode 100644
index 00000000..083e8379
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/53fda00e2b23440b.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/5a757b2996f9d755.json b/abed_results/quality_control_4/best_amoc/5a757b2996f9d755.json
new file mode 100644
index 00000000..d04af066
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/5a757b2996f9d755.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/5ca1a1e6c96613dd.json b/abed_results/quality_control_4/best_amoc/5ca1a1e6c96613dd.json
new file mode 100644
index 00000000..b60181b6
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/5ca1a1e6c96613dd.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003294468
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/5ee5f1de8fe2522a.json b/abed_results/quality_control_4/best_amoc/5ee5f1de8fe2522a.json
new file mode 100644
index 00000000..dc424989
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/5ee5f1de8fe2522a.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/5f1f3bc72d60c111.json b/abed_results/quality_control_4/best_amoc/5f1f3bc72d60c111.json
new file mode 100644
index 00000000..b170458b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/5f1f3bc72d60c111.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.002776623
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/5ff0fcfc932cdd45.json b/abed_results/quality_control_4/best_amoc/5ff0fcfc932cdd45.json
new file mode 100644
index 00000000..4085eb84
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/5ff0fcfc932cdd45.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/610f31d7daddc713.json b/abed_results/quality_control_4/best_amoc/610f31d7daddc713.json
new file mode 100644
index 00000000..7163acd2
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/610f31d7daddc713.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.002565861
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/64bafcf1226bb6d7.json b/abed_results/quality_control_4/best_amoc/64bafcf1226bb6d7.json
new file mode 100644
index 00000000..4c974bd8
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/64bafcf1226bb6d7.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/657d2e6003ebfd9f.json b/abed_results/quality_control_4/best_amoc/657d2e6003ebfd9f.json
new file mode 100644
index 00000000..85693c35
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/657d2e6003ebfd9f.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/67103e00ff931a16.json b/abed_results/quality_control_4/best_amoc/67103e00ff931a16.json
new file mode 100644
index 00000000..47eb231c
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/67103e00ff931a16.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/67bc3f10356bd3fe.json b/abed_results/quality_control_4/best_amoc/67bc3f10356bd3fe.json
new file mode 100644
index 00000000..6b7f93af
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/67bc3f10356bd3fe.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/6c135756b2e77a8d.json b/abed_results/quality_control_4/best_amoc/6c135756b2e77a8d.json
new file mode 100644
index 00000000..215bb3a2
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/6c135756b2e77a8d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/6d87f10ab064ce23.json b/abed_results/quality_control_4/best_amoc/6d87f10ab064ce23.json
new file mode 100644
index 00000000..769d4206
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/6d87f10ab064ce23.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003414869
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/6ef425f18ce28934.json b/abed_results/quality_control_4/best_amoc/6ef425f18ce28934.json
new file mode 100644
index 00000000..2880ab68
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/6ef425f18ce28934.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/70ea03fd655233dd.json b/abed_results/quality_control_4/best_amoc/70ea03fd655233dd.json
new file mode 100644
index 00000000..849a4682
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/70ea03fd655233dd.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/72b9a2328034d7a2.json b/abed_results/quality_control_4/best_amoc/72b9a2328034d7a2.json
new file mode 100644
index 00000000..0f0c22be
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/72b9a2328034d7a2.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.002153635
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/74a70477ea66cc70.json b/abed_results/quality_control_4/best_amoc/74a70477ea66cc70.json
new file mode 100644
index 00000000..0f18d2a4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/74a70477ea66cc70.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/757b0832f07700cc.json b/abed_results/quality_control_4/best_amoc/757b0832f07700cc.json
new file mode 100644
index 00000000..d262d4bd
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/757b0832f07700cc.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/75b6a13090822d0d.json b/abed_results/quality_control_4/best_amoc/75b6a13090822d0d.json
new file mode 100644
index 00000000..cebfdff4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/75b6a13090822d0d.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.002923965
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/7b3093707b0a82b7.json b/abed_results/quality_control_4/best_amoc/7b3093707b0a82b7.json
new file mode 100644
index 00000000..bb7adb7b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/7b3093707b0a82b7.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/7f532a36d2439c53.json b/abed_results/quality_control_4/best_amoc/7f532a36d2439c53.json
new file mode 100644
index 00000000..07f79610
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/7f532a36d2439c53.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/81a363574fd945dd.json b/abed_results/quality_control_4/best_amoc/81a363574fd945dd.json
new file mode 100644
index 00000000..3e779627
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/81a363574fd945dd.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/820769adf89ccbe1.json b/abed_results/quality_control_4/best_amoc/820769adf89ccbe1.json
new file mode 100644
index 00000000..f9baf475
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/820769adf89ccbe1.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/85f704c6c0685360.json b/abed_results/quality_control_4/best_amoc/85f704c6c0685360.json
new file mode 100644
index 00000000..d200c3ca
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/85f704c6c0685360.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/880bfa2396a4427c.json b/abed_results/quality_control_4/best_amoc/880bfa2396a4427c.json
new file mode 100644
index 00000000..d7fdd38e
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/880bfa2396a4427c.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/88741611173d49b2.json b/abed_results/quality_control_4/best_amoc/88741611173d49b2.json
new file mode 100644
index 00000000..59e4e608
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/88741611173d49b2.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/88d0776138033a44.json b/abed_results/quality_control_4/best_amoc/88d0776138033a44.json
new file mode 100644
index 00000000..2df5c951
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/88d0776138033a44.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/8993c557fc14502c.json b/abed_results/quality_control_4/best_amoc/8993c557fc14502c.json
new file mode 100644
index 00000000..da9786d4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/8993c557fc14502c.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/89f9a0f5109ead1c.json b/abed_results/quality_control_4/best_amoc/89f9a0f5109ead1c.json
new file mode 100644
index 00000000..67d2c944
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/89f9a0f5109ead1c.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003028154
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/8a1f19246df82fb1.json b/abed_results/quality_control_4/best_amoc/8a1f19246df82fb1.json
new file mode 100644
index 00000000..d41d5384
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/8a1f19246df82fb1.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.002590179
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/938a9a4a3b9adb8d.json b/abed_results/quality_control_4/best_amoc/938a9a4a3b9adb8d.json
new file mode 100644
index 00000000..e3c4192a
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/938a9a4a3b9adb8d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/9470884d32ec5a8d.json b/abed_results/quality_control_4/best_amoc/9470884d32ec5a8d.json
new file mode 100644
index 00000000..7de7d08e
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/9470884d32ec5a8d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/9593e566c62e3bc2.json b/abed_results/quality_control_4/best_amoc/9593e566c62e3bc2.json
new file mode 100644
index 00000000..527b203b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/9593e566c62e3bc2.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003202915
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/96ea768987b6bf3d.json b/abed_results/quality_control_4/best_amoc/96ea768987b6bf3d.json
new file mode 100644
index 00000000..d940f53d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/96ea768987b6bf3d.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003738403
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/9721c950894f3afb.json b/abed_results/quality_control_4/best_amoc/9721c950894f3afb.json
new file mode 100644
index 00000000..74c0d1ed
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/9721c950894f3afb.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/986131b5142ced8b.json b/abed_results/quality_control_4/best_amoc/986131b5142ced8b.json
new file mode 100644
index 00000000..f3c50872
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/986131b5142ced8b.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/9ba539be7e720c2a.json b/abed_results/quality_control_4/best_amoc/9ba539be7e720c2a.json
new file mode 100644
index 00000000..28df73ae
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/9ba539be7e720c2a.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/9bd59087d35e88c5.json b/abed_results/quality_control_4/best_amoc/9bd59087d35e88c5.json
new file mode 100644
index 00000000..532155c9
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/9bd59087d35e88c5.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p None -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			377
+		],
+		"runtime" : 0.002517939
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/a38e63a43d674a79.json b/abed_results/quality_control_4/best_amoc/a38e63a43d674a79.json
new file mode 100644
index 00000000..1759610b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/a38e63a43d674a79.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/a74b890545504235.json b/abed_results/quality_control_4/best_amoc/a74b890545504235.json
new file mode 100644
index 00000000..79c6e711
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/a74b890545504235.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p None -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003213644
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/a935158caa2b62fb.json b/abed_results/quality_control_4/best_amoc/a935158caa2b62fb.json
new file mode 100644
index 00000000..a3df1ecb
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/a935158caa2b62fb.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/aa2ecc9cd868766a.json b/abed_results/quality_control_4/best_amoc/aa2ecc9cd868766a.json
new file mode 100644
index 00000000..877106c7
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/aa2ecc9cd868766a.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.008621454
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/acf90d6f78266a47.json b/abed_results/quality_control_4/best_amoc/acf90d6f78266a47.json
new file mode 100644
index 00000000..d49decad
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/acf90d6f78266a47.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/ae776d3f019fb9aa.json b/abed_results/quality_control_4/best_amoc/ae776d3f019fb9aa.json
new file mode 100644
index 00000000..c8ccfbda
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/ae776d3f019fb9aa.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b1d4d6535e1e0645.json b/abed_results/quality_control_4/best_amoc/b1d4d6535e1e0645.json
new file mode 100644
index 00000000..7d9f74be
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b1d4d6535e1e0645.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b355ba2ac7668190.json b/abed_results/quality_control_4/best_amoc/b355ba2ac7668190.json
new file mode 100644
index 00000000..b6035db3
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b355ba2ac7668190.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b3b2a033d8d70b20.json b/abed_results/quality_control_4/best_amoc/b3b2a033d8d70b20.json
new file mode 100644
index 00000000..cc4e18f1
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b3b2a033d8d70b20.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b40c5c92e3c79a5d.json b/abed_results/quality_control_4/best_amoc/b40c5c92e3c79a5d.json
new file mode 100644
index 00000000..dbf475dc
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b40c5c92e3c79a5d.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b417edbb6071a3e4.json b/abed_results/quality_control_4/best_amoc/b417edbb6071a3e4.json
new file mode 100644
index 00000000..2c448244
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b417edbb6071a3e4.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.00331521
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/b6dfa29396e2aaac.json b/abed_results/quality_control_4/best_amoc/b6dfa29396e2aaac.json
new file mode 100644
index 00000000..088d661e
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/b6dfa29396e2aaac.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/bc8274f653e4083f.json b/abed_results/quality_control_4/best_amoc/bc8274f653e4083f.json
new file mode 100644
index 00000000..4194f437
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/bc8274f653e4083f.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/c024c991e84c5406.json b/abed_results/quality_control_4/best_amoc/c024c991e84c5406.json
new file mode 100644
index 00000000..b130d337
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/c024c991e84c5406.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			377
+		],
+		"runtime" : 0.01199889
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/c61d0d6e2b5ed1f5.json b/abed_results/quality_control_4/best_amoc/c61d0d6e2b5ed1f5.json
new file mode 100644
index 00000000..36933079
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/c61d0d6e2b5ed1f5.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003201485
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/c7ed3d0a84445817.json b/abed_results/quality_control_4/best_amoc/c7ed3d0a84445817.json
new file mode 100644
index 00000000..e8228750
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/c7ed3d0a84445817.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003118753
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/c81c3a0b2a744745.json b/abed_results/quality_control_4/best_amoc/c81c3a0b2a744745.json
new file mode 100644
index 00000000..db84f1ec
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/c81c3a0b2a744745.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/c8cc2b55e4171941.json b/abed_results/quality_control_4/best_amoc/c8cc2b55e4171941.json
new file mode 100644
index 00000000..a61ff98f
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/c8cc2b55e4171941.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/cd46a7942eff645a.json b/abed_results/quality_control_4/best_amoc/cd46a7942eff645a.json
new file mode 100644
index 00000000..7d8598f0
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/cd46a7942eff645a.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/cffee419943e3e03.json b/abed_results/quality_control_4/best_amoc/cffee419943e3e03.json
new file mode 100644
index 00000000..c2793bb0
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/cffee419943e3e03.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d04e39128bbef279.json b/abed_results/quality_control_4/best_amoc/d04e39128bbef279.json
new file mode 100644
index 00000000..886c7670
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d04e39128bbef279.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d3a1be5ce3ecef44.json b/abed_results/quality_control_4/best_amoc/d3a1be5ce3ecef44.json
new file mode 100644
index 00000000..7f07c30f
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d3a1be5ce3ecef44.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d3c3ba3e03878a01.json b/abed_results/quality_control_4/best_amoc/d3c3ba3e03878a01.json
new file mode 100644
index 00000000..a700a335
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d3c3ba3e03878a01.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d3c5d96ff67d7316.json b/abed_results/quality_control_4/best_amoc/d3c5d96ff67d7316.json
new file mode 100644
index 00000000..ad2f8016
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d3c5d96ff67d7316.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d432ed7c3aad5722.json b/abed_results/quality_control_4/best_amoc/d432ed7c3aad5722.json
new file mode 100644
index 00000000..eef2677e
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d432ed7c3aad5722.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003558397
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d6f9ab7693a991c4.json b/abed_results/quality_control_4/best_amoc/d6f9ab7693a991c4.json
new file mode 100644
index 00000000..c911a949
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d6f9ab7693a991c4.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d73a945eae27ad9a.json b/abed_results/quality_control_4/best_amoc/d73a945eae27ad9a.json
new file mode 100644
index 00000000..6cba4e86
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d73a945eae27ad9a.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d801094abcc9889e.json b/abed_results/quality_control_4/best_amoc/d801094abcc9889e.json
new file mode 100644
index 00000000..1ed0e576
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d801094abcc9889e.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			157
+		],
+		"runtime" : 0.003221035
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/d8c746baf683ba1c.json b/abed_results/quality_control_4/best_amoc/d8c746baf683ba1c.json
new file mode 100644
index 00000000..fd4f3e72
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/d8c746baf683ba1c.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p None -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			358
+		],
+		"runtime" : 0.003339767
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/dbb7adce9c9eb927.json b/abed_results/quality_control_4/best_amoc/dbb7adce9c9eb927.json
new file mode 100644
index 00000000..73f6b213
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/dbb7adce9c9eb927.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/dc10f02ed8763c40.json b/abed_results/quality_control_4/best_amoc/dc10f02ed8763c40.json
new file mode 100644
index 00000000..2924aeb5
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/dc10f02ed8763c40.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003321409
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/dd2a89340a174799.json b/abed_results/quality_control_4/best_amoc/dd2a89340a174799.json
new file mode 100644
index 00000000..00f2c547
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/dd2a89340a174799.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.002952814
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/dd4a44c7b8115219.json b/abed_results/quality_control_4/best_amoc/dd4a44c7b8115219.json
new file mode 100644
index 00000000..25b974d5
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/dd4a44c7b8115219.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/deeefd0d707faa76.json b/abed_results/quality_control_4/best_amoc/deeefd0d707faa76.json
new file mode 100644
index 00000000..3c6d454c
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/deeefd0d707faa76.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e02dd0eaf35836dc.json b/abed_results/quality_control_4/best_amoc/e02dd0eaf35836dc.json
new file mode 100644
index 00000000..dc89e5c0
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e02dd0eaf35836dc.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.003454447
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e13a923aef08ca4c.json b/abed_results/quality_control_4/best_amoc/e13a923aef08ca4c.json
new file mode 100644
index 00000000..58333ab4
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e13a923aef08ca4c.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p None -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e23d95b0012d5afb.json b/abed_results/quality_control_4/best_amoc/e23d95b0012d5afb.json
new file mode 100644
index 00000000..94f68c8a
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e23d95b0012d5afb.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e346ea802f8a77d3.json b/abed_results/quality_control_4/best_amoc/e346ea802f8a77d3.json
new file mode 100644
index 00000000..32da792d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e346ea802f8a77d3.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e432eecf1e3a3b17.json b/abed_results/quality_control_4/best_amoc/e432eecf1e3a3b17.json
new file mode 100644
index 00000000..45506f9e
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e432eecf1e3a3b17.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e5271706c10bf925.json b/abed_results/quality_control_4/best_amoc/e5271706c10bf925.json
new file mode 100644
index 00000000..2e9494af
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e5271706c10bf925.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e8416ef47715c418.json b/abed_results/quality_control_4/best_amoc/e8416ef47715c418.json
new file mode 100644
index 00000000..14bd938d
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e8416ef47715c418.json
@@ -0,0 +1,24 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			499
+		],
+		"runtime" : 0.00341177
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/e8cdc040ed8e5f75.json b/abed_results/quality_control_4/best_amoc/e8cdc040ed8e5f75.json
new file mode 100644
index 00000000..15149f52
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/e8cdc040ed8e5f75.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Hannan-Quinn -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/ebd3dc7f6422ab86.json b/abed_results/quality_control_4/best_amoc/ebd3dc7f6422ab86.json
new file mode 100644
index 00000000..64d11b54
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/ebd3dc7f6422ab86.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/ebdc6be5ceea55a2.json b/abed_results/quality_control_4/best_amoc/ebdc6be5ceea55a2.json
new file mode 100644
index 00000000..b05b690b
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/ebdc6be5ceea55a2.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p Asymptotic -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/ee826fdaa5099218.json b/abed_results/quality_control_4/best_amoc/ee826fdaa5099218.json
new file mode 100644
index 00000000..31fd0863
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/ee826fdaa5099218.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p AIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/f3f2dd1bf1258db5.json b/abed_results/quality_control_4/best_amoc/f3f2dd1bf1258db5.json
new file mode 100644
index 00000000..c7b4a764
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/f3f2dd1bf1258db5.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/f65313e8696a67eb.json b/abed_results/quality_control_4/best_amoc/f65313e8696a67eb.json
new file mode 100644
index 00000000..40d4b254
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/f65313e8696a67eb.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/fb16a4655b335e8c.json b/abed_results/quality_control_4/best_amoc/fb16a4655b335e8c.json
new file mode 100644
index 00000000..f58ae050
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/fb16a4655b335e8c.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/fb2ecebdb0d038db.json b/abed_results/quality_control_4/best_amoc/fb2ecebdb0d038db.json
new file mode 100644
index 00000000..52bd5a80
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/fb2ecebdb0d038db.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p MBIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/fb3f75d87d813bde.json b/abed_results/quality_control_4/best_amoc/fb3f75d87d813bde.json
new file mode 100644
index 00000000..3609a2ad
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/fb3f75d87d813bde.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/fb921a9627ed08ac.json b/abed_results/quality_control_4/best_amoc/fb921a9627ed08ac.json
new file mode 100644
index 00000000..c7554b04
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/fb921a9627ed08ac.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p BIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_4/best_amoc/fe1edd3f53a46762.json b/abed_results/quality_control_4/best_amoc/fe1edd3f53a46762.json
new file mode 100644
index 00000000..eb3922ab
--- /dev/null
+++ b/abed_results/quality_control_4/best_amoc/fe1edd3f53a46762.json
@@ -0,0 +1,22 @@
+{
+	"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/quality_control_4.json -p SIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_4",
+	"dataset_md5" : "1efedb9a52cd0b9a9250cf9781c5f7ef",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}