initial commit

author: Gertjan van den Burg <gertjanvandenburg@gmail.com> 2020-03-12 14:33:57 +0000
committer: Gertjan van den Burg <gertjanvandenburg@gmail.com> 2020-03-12 14:33:57 +0000
commit: 7ef8f6e58990fc069cccc71ed6564e8c639ea4fc (patch)
tree: 9e7662a34b7d0c1f1c5d9faf6d7d6ea8672f6410 /abed_results/quality_control_2/best_binseg
download: TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.tar.gz
TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.zip
252 files changed, 6697 insertions, 0 deletions
diff --git a/abed_results/quality_control_2/best_binseg/001b4cbcff321972.json b/abed_results/quality_control_2/best_binseg/001b4cbcff321972.json
new file mode 100644
index 00000000..cc130da0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/001b4cbcff321972.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/016c2ff8f437cb55.json b/abed_results/quality_control_2/best_binseg/016c2ff8f437cb55.json
new file mode 100644
index 00000000..70870359
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/016c2ff8f437cb55.json
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+{
+	"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_2.json -p BIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/02d13f7d4a819092.json b/abed_results/quality_control_2/best_binseg/02d13f7d4a819092.json
new file mode 100644
index 00000000..26a21f9d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/02d13f7d4a819092.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
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+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
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+		"runtime" : null
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/03fc989a7dbef243.json b/abed_results/quality_control_2/best_binseg/03fc989a7dbef243.json
new file mode 100644
index 00000000..5f8dfff6
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/03fc989a7dbef243.json
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+{
+	"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_2.json -p SIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/quality_control_2/best_binseg/041cd59778a63a26.json b/abed_results/quality_control_2/best_binseg/041cd59778a63a26.json
new file mode 100644
index 00000000..da429c1b
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+{
+	"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_2.json -p BIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/04e30f08f248dd72.json b/abed_results/quality_control_2/best_binseg/04e30f08f248dd72.json
new file mode 100644
index 00000000..83434670
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/04e30f08f248dd72.json
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+{
+	"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_2.json -p AIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/06c5cb99e865dc0e.json b/abed_results/quality_control_2/best_binseg/06c5cb99e865dc0e.json
new file mode 100644
index 00000000..630d5734
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"func" : "meanvar",
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+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
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+} 
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new file mode 100644
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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+	"dataset" : "quality_control_2",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/quality_control_2/best_binseg/07f85ddc553bd91e.json b/abed_results/quality_control_2/best_binseg/07f85ddc553bd91e.json
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
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+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/quality_control_2/best_binseg/087686d8fe884a2f.json b/abed_results/quality_control_2/best_binseg/087686d8fe884a2f.json
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index 00000000..68787c23
--- /dev/null
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
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+		"method" : "BinSeg",
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diff --git a/abed_results/quality_control_2/best_binseg/08ef79a3090b30b8.json b/abed_results/quality_control_2/best_binseg/08ef79a3090b30b8.json
new file mode 100644
index 00000000..04aae199
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/08ef79a3090b30b8.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/0b03c1a7b1f71f2b.json b/abed_results/quality_control_2/best_binseg/0b03c1a7b1f71f2b.json
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--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/0b03c1a7b1f71f2b.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/0cbe8b3025a460bd.json b/abed_results/quality_control_2/best_binseg/0cbe8b3025a460bd.json
new file mode 100644
index 00000000..00936465
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/0cbe8b3025a460bd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/0f2913e3883ca8c9.json b/abed_results/quality_control_2/best_binseg/0f2913e3883ca8c9.json
new file mode 100644
index 00000000..1794c393
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/0f2913e3883ca8c9.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/0fd5f05fb7fa0605.json b/abed_results/quality_control_2/best_binseg/0fd5f05fb7fa0605.json
new file mode 100644
index 00000000..48b49b17
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/0fd5f05fb7fa0605.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/0fe47ca8a765052b.json b/abed_results/quality_control_2/best_binseg/0fe47ca8a765052b.json
new file mode 100644
index 00000000..d83a0e21
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/0fe47ca8a765052b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/103d64d532dab5ee.json b/abed_results/quality_control_2/best_binseg/103d64d532dab5ee.json
new file mode 100644
index 00000000..2ce2540b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/103d64d532dab5ee.json
@@ -0,0 +1,26 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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+			282
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+		"runtime" : 0.00502491
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/132c67e4904c5fd9.json b/abed_results/quality_control_2/best_binseg/132c67e4904c5fd9.json
new file mode 100644
index 00000000..d75ad818
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/132c67e4904c5fd9.json
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+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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diff --git a/abed_results/quality_control_2/best_binseg/14af4373521ad996.json b/abed_results/quality_control_2/best_binseg/14af4373521ad996.json
new file mode 100644
index 00000000..9c0fb5bd
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/14af4373521ad996.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/15816feb1f4d77f0.json b/abed_results/quality_control_2/best_binseg/15816feb1f4d77f0.json
new file mode 100644
index 00000000..1f77a58f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/15816feb1f4d77f0.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
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diff --git a/abed_results/quality_control_2/best_binseg/16776b3fb361222f.json b/abed_results/quality_control_2/best_binseg/16776b3fb361222f.json
new file mode 100644
index 00000000..e7b3dada
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/16776b3fb361222f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/167be03c98487d39.json b/abed_results/quality_control_2/best_binseg/167be03c98487d39.json
new file mode 100644
index 00000000..1b773402
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/167be03c98487d39.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1887d7a52157f529.json b/abed_results/quality_control_2/best_binseg/1887d7a52157f529.json
new file mode 100644
index 00000000..38b56242
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1887d7a52157f529.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/195237f1dee967d2.json b/abed_results/quality_control_2/best_binseg/195237f1dee967d2.json
new file mode 100644
index 00000000..0e128220
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/195237f1dee967d2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/19773eb7e98d42a1.json b/abed_results/quality_control_2/best_binseg/19773eb7e98d42a1.json
new file mode 100644
index 00000000..154b22af
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/19773eb7e98d42a1.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
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diff --git a/abed_results/quality_control_2/best_binseg/1a66a1482ca9f80c.json b/abed_results/quality_control_2/best_binseg/1a66a1482ca9f80c.json
new file mode 100644
index 00000000..53ccb569
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1a66a1482ca9f80c.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
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+			96,
+			98,
+			100,
+			264,
+			272,
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/1b77f239add3ba82.json b/abed_results/quality_control_2/best_binseg/1b77f239add3ba82.json
new file mode 100644
index 00000000..76c89c9f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1b77f239add3ba82.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1c1564a5206ef905.json b/abed_results/quality_control_2/best_binseg/1c1564a5206ef905.json
new file mode 100644
index 00000000..f37d6f52
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1c1564a5206ef905.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1c864ae3284c0e58.json b/abed_results/quality_control_2/best_binseg/1c864ae3284c0e58.json
new file mode 100644
index 00000000..5ef5bc92
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1c864ae3284c0e58.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			267,
+			270,
+			272,
+			275,
+			282
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/1d10810ad5dbe5c1.json b/abed_results/quality_control_2/best_binseg/1d10810ad5dbe5c1.json
new file mode 100644
index 00000000..0e7653f7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1d10810ad5dbe5c1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1d9012b58b34caf0.json b/abed_results/quality_control_2/best_binseg/1d9012b58b34caf0.json
new file mode 100644
index 00000000..22d6db36
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1d9012b58b34caf0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1de9ae2ec4dc6c26.json b/abed_results/quality_control_2/best_binseg/1de9ae2ec4dc6c26.json
new file mode 100644
index 00000000..161d285f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1de9ae2ec4dc6c26.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1e5554a2e9899285.json b/abed_results/quality_control_2/best_binseg/1e5554a2e9899285.json
new file mode 100644
index 00000000..2774502e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1e5554a2e9899285.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/1e9ed8e87f708118.json b/abed_results/quality_control_2/best_binseg/1e9ed8e87f708118.json
new file mode 100644
index 00000000..afb21726
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/1e9ed8e87f708118.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/20f7e002bfead34c.json b/abed_results/quality_control_2/best_binseg/20f7e002bfead34c.json
new file mode 100644
index 00000000..e204cc94
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/20f7e002bfead34c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/245ab05428659b23.json b/abed_results/quality_control_2/best_binseg/245ab05428659b23.json
new file mode 100644
index 00000000..a0dda1b0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/245ab05428659b23.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/24fc662f8ac49e67.json b/abed_results/quality_control_2/best_binseg/24fc662f8ac49e67.json
new file mode 100644
index 00000000..c4ba9fb8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/24fc662f8ac49e67.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/25a7a622c9073840.json b/abed_results/quality_control_2/best_binseg/25a7a622c9073840.json
new file mode 100644
index 00000000..5dbfbc1d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/25a7a622c9073840.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/25d03aaa43dcbbfa.json b/abed_results/quality_control_2/best_binseg/25d03aaa43dcbbfa.json
new file mode 100644
index 00000000..61d0373f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/25d03aaa43dcbbfa.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/2762fcf07da8ca94.json b/abed_results/quality_control_2/best_binseg/2762fcf07da8ca94.json
new file mode 100644
index 00000000..e7be2343
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/2762fcf07da8ca94.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/280634f200e118da.json b/abed_results/quality_control_2/best_binseg/280634f200e118da.json
new file mode 100644
index 00000000..f0b146f3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/280634f200e118da.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/296349139e071220.json b/abed_results/quality_control_2/best_binseg/296349139e071220.json
new file mode 100644
index 00000000..f0ce8fb9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/296349139e071220.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/29fc986aa9943656.json b/abed_results/quality_control_2/best_binseg/29fc986aa9943656.json
new file mode 100644
index 00000000..15c92ab9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/29fc986aa9943656.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.00643754
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/2b719a54d00d6dab.json b/abed_results/quality_control_2/best_binseg/2b719a54d00d6dab.json
new file mode 100644
index 00000000..d4d32e6d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/2b719a54d00d6dab.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			137,
+			282
+		],
+		"runtime" : 0.003410339
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/2e037530bba13748.json b/abed_results/quality_control_2/best_binseg/2e037530bba13748.json
new file mode 100644
index 00000000..4828f05a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/2e037530bba13748.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/2e0d57c7df5f1f02.json b/abed_results/quality_control_2/best_binseg/2e0d57c7df5f1f02.json
new file mode 100644
index 00000000..6f2d8d92
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/2e0d57c7df5f1f02.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/2f5c11d31e0927cb.json b/abed_results/quality_control_2/best_binseg/2f5c11d31e0927cb.json
new file mode 100644
index 00000000..13d6ee3a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/2f5c11d31e0927cb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/310fa3eeee552fa9.json b/abed_results/quality_control_2/best_binseg/310fa3eeee552fa9.json
new file mode 100644
index 00000000..c870709e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/310fa3eeee552fa9.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.009082317
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3111d921cd90fa1a.json b/abed_results/quality_control_2/best_binseg/3111d921cd90fa1a.json
new file mode 100644
index 00000000..8a693cf3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3111d921cd90fa1a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/313512b73b6c8073.json b/abed_results/quality_control_2/best_binseg/313512b73b6c8073.json
new file mode 100644
index 00000000..46c35f56
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/313512b73b6c8073.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/325be7d8a5cbe8b8.json b/abed_results/quality_control_2/best_binseg/325be7d8a5cbe8b8.json
new file mode 100644
index 00000000..35ec4af6
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/325be7d8a5cbe8b8.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1417706
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/33156e2e7b66494c.json b/abed_results/quality_control_2/best_binseg/33156e2e7b66494c.json
new file mode 100644
index 00000000..07f19862
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/33156e2e7b66494c.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.006520987
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/331e0695dff9dd2b.json b/abed_results/quality_control_2/best_binseg/331e0695dff9dd2b.json
new file mode 100644
index 00000000..5825f63f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/331e0695dff9dd2b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/332ec786e259d452.json b/abed_results/quality_control_2/best_binseg/332ec786e259d452.json
new file mode 100644
index 00000000..668c5d36
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/332ec786e259d452.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/33c0af8a0bdfe831.json b/abed_results/quality_control_2/best_binseg/33c0af8a0bdfe831.json
new file mode 100644
index 00000000..830e0e28
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/33c0af8a0bdfe831.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3466ca64586763d3.json b/abed_results/quality_control_2/best_binseg/3466ca64586763d3.json
new file mode 100644
index 00000000..8eccef49
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3466ca64586763d3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/35abebd2aba7a288.json b/abed_results/quality_control_2/best_binseg/35abebd2aba7a288.json
new file mode 100644
index 00000000..ad0cb98a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/35abebd2aba7a288.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3625ab774a6f29fd.json b/abed_results/quality_control_2/best_binseg/3625ab774a6f29fd.json
new file mode 100644
index 00000000..ee0c9406
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3625ab774a6f29fd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/36933e0c0185de90.json b/abed_results/quality_control_2/best_binseg/36933e0c0185de90.json
new file mode 100644
index 00000000..3b093c0b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/36933e0c0185de90.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/37b4535cc3872007.json b/abed_results/quality_control_2/best_binseg/37b4535cc3872007.json
new file mode 100644
index 00000000..8db24251
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/37b4535cc3872007.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/388dfa4ab6479bcb.json b/abed_results/quality_control_2/best_binseg/388dfa4ab6479bcb.json
new file mode 100644
index 00000000..38533324
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/388dfa4ab6479bcb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3a511a02242cac32.json b/abed_results/quality_control_2/best_binseg/3a511a02242cac32.json
new file mode 100644
index 00000000..c4586e1e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3a511a02242cac32.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			2,
+			22,
+			137,
+			265,
+			272,
+			282
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3b2cf865dc0974a3.json b/abed_results/quality_control_2/best_binseg/3b2cf865dc0974a3.json
new file mode 100644
index 00000000..2fa75baa
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3b2cf865dc0974a3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3b8539bd05d5e566.json b/abed_results/quality_control_2/best_binseg/3b8539bd05d5e566.json
new file mode 100644
index 00000000..ea0741e9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3b8539bd05d5e566.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.01476717
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3bec2bda3a854e6d.json b/abed_results/quality_control_2/best_binseg/3bec2bda3a854e6d.json
new file mode 100644
index 00000000..49cc3759
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3bec2bda3a854e6d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3c10fad494bc46dd.json b/abed_results/quality_control_2/best_binseg/3c10fad494bc46dd.json
new file mode 100644
index 00000000..65b07408
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3c10fad494bc46dd.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1944077
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3dd71cc5c14e76c8.json b/abed_results/quality_control_2/best_binseg/3dd71cc5c14e76c8.json
new file mode 100644
index 00000000..b1e4ab2d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3dd71cc5c14e76c8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3dfe72fb4b89e13e.json b/abed_results/quality_control_2/best_binseg/3dfe72fb4b89e13e.json
new file mode 100644
index 00000000..de6729f6
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3dfe72fb4b89e13e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3ea7ec08decba55d.json b/abed_results/quality_control_2/best_binseg/3ea7ec08decba55d.json
new file mode 100644
index 00000000..89ced42e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3ea7ec08decba55d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/3f3a24329d8d6191.json b/abed_results/quality_control_2/best_binseg/3f3a24329d8d6191.json
new file mode 100644
index 00000000..5da3a78d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/3f3a24329d8d6191.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.005259514
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/402a5df349351174.json b/abed_results/quality_control_2/best_binseg/402a5df349351174.json
new file mode 100644
index 00000000..4e4bb4f7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/402a5df349351174.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/423226ed5bc95817.json b/abed_results/quality_control_2/best_binseg/423226ed5bc95817.json
new file mode 100644
index 00000000..9c1e014d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/423226ed5bc95817.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/42ce59eb44a7d5f8.json b/abed_results/quality_control_2/best_binseg/42ce59eb44a7d5f8.json
new file mode 100644
index 00000000..ef142a93
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/42ce59eb44a7d5f8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4344ab4e42be22a7.json b/abed_results/quality_control_2/best_binseg/4344ab4e42be22a7.json
new file mode 100644
index 00000000..8cb9b1f3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4344ab4e42be22a7.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.005253077
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/44afc7b6cb680265.json b/abed_results/quality_control_2/best_binseg/44afc7b6cb680265.json
new file mode 100644
index 00000000..a6970401
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/44afc7b6cb680265.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/45f5cb2a87a278c4.json b/abed_results/quality_control_2/best_binseg/45f5cb2a87a278c4.json
new file mode 100644
index 00000000..2a852cda
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/45f5cb2a87a278c4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/46f8ee6bcf1ea9ea.json b/abed_results/quality_control_2/best_binseg/46f8ee6bcf1ea9ea.json
new file mode 100644
index 00000000..34e01bca
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/46f8ee6bcf1ea9ea.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/485c4f0e4bd2e7f8.json b/abed_results/quality_control_2/best_binseg/485c4f0e4bd2e7f8.json
new file mode 100644
index 00000000..df40d185
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/485c4f0e4bd2e7f8.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.002500772
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/486ec67c723644d5.json b/abed_results/quality_control_2/best_binseg/486ec67c723644d5.json
new file mode 100644
index 00000000..05a708c8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/486ec67c723644d5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4a055356b92e037e.json b/abed_results/quality_control_2/best_binseg/4a055356b92e037e.json
new file mode 100644
index 00000000..932da39e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4a055356b92e037e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4a092f45c4f4be80.json b/abed_results/quality_control_2/best_binseg/4a092f45c4f4be80.json
new file mode 100644
index 00000000..42af5589
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4a092f45c4f4be80.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4a2c2b3fc26d8c1a.json b/abed_results/quality_control_2/best_binseg/4a2c2b3fc26d8c1a.json
new file mode 100644
index 00000000..690d8fea
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4a2c2b3fc26d8c1a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4a8fb5172f1de2ce.json b/abed_results/quality_control_2/best_binseg/4a8fb5172f1de2ce.json
new file mode 100644
index 00000000..488e56a3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4a8fb5172f1de2ce.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.004551649
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4b0e0bef8c397105.json b/abed_results/quality_control_2/best_binseg/4b0e0bef8c397105.json
new file mode 100644
index 00000000..6f574f43
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4b0e0bef8c397105.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.006021261
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4b929f042ef8e8c8.json b/abed_results/quality_control_2/best_binseg/4b929f042ef8e8c8.json
new file mode 100644
index 00000000..3ed48794
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4b929f042ef8e8c8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4d0d67c42ee28035.json b/abed_results/quality_control_2/best_binseg/4d0d67c42ee28035.json
new file mode 100644
index 00000000..971408f9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4d0d67c42ee28035.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4d5586a3b740d5ae.json b/abed_results/quality_control_2/best_binseg/4d5586a3b740d5ae.json
new file mode 100644
index 00000000..aa38c1bf
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4d5586a3b740d5ae.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/4d6021f14bd474bd.json b/abed_results/quality_control_2/best_binseg/4d6021f14bd474bd.json
new file mode 100644
index 00000000..ed72df97
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/4d6021f14bd474bd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/504c2a69d7ac0c33.json b/abed_results/quality_control_2/best_binseg/504c2a69d7ac0c33.json
new file mode 100644
index 00000000..57c1363a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/504c2a69d7ac0c33.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/51b0174d33369d54.json b/abed_results/quality_control_2/best_binseg/51b0174d33369d54.json
new file mode 100644
index 00000000..80a3710c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/51b0174d33369d54.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/531698313dea8406.json b/abed_results/quality_control_2/best_binseg/531698313dea8406.json
new file mode 100644
index 00000000..2f5434af
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/531698313dea8406.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/542eb33060bc9b18.json b/abed_results/quality_control_2/best_binseg/542eb33060bc9b18.json
new file mode 100644
index 00000000..98f3fcd7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/542eb33060bc9b18.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.01668715
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/54afc8195be80574.json b/abed_results/quality_control_2/best_binseg/54afc8195be80574.json
new file mode 100644
index 00000000..3a6a295e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/54afc8195be80574.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/553076707f4213de.json b/abed_results/quality_control_2/best_binseg/553076707f4213de.json
new file mode 100644
index 00000000..64f0c1d8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/553076707f4213de.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/554994868ade9797.json b/abed_results/quality_control_2/best_binseg/554994868ade9797.json
new file mode 100644
index 00000000..96d988cd
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/554994868ade9797.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/55a8fceda84f5405.json b/abed_results/quality_control_2/best_binseg/55a8fceda84f5405.json
new file mode 100644
index 00000000..9ccfac91
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/55a8fceda84f5405.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/55bb6c133ba53950.json b/abed_results/quality_control_2/best_binseg/55bb6c133ba53950.json
new file mode 100644
index 00000000..6a0ec030
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/55bb6c133ba53950.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/596127889edd7822.json b/abed_results/quality_control_2/best_binseg/596127889edd7822.json
new file mode 100644
index 00000000..d2dcecc8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/596127889edd7822.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1435881
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/59de125c86c4ad44.json b/abed_results/quality_control_2/best_binseg/59de125c86c4ad44.json
new file mode 100644
index 00000000..3b38d9b8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/59de125c86c4ad44.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1961415
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/5a4ba3dedef4e0d4.json b/abed_results/quality_control_2/best_binseg/5a4ba3dedef4e0d4.json
new file mode 100644
index 00000000..1af3fa03
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5a4ba3dedef4e0d4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/5a927ea10563e83d.json b/abed_results/quality_control_2/best_binseg/5a927ea10563e83d.json
new file mode 100644
index 00000000..4d7bebfb
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5a927ea10563e83d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/5ad2053993baf0d7.json b/abed_results/quality_control_2/best_binseg/5ad2053993baf0d7.json
new file mode 100644
index 00000000..6fd0a845
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5ad2053993baf0d7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/5b6ad127de5e255f.json b/abed_results/quality_control_2/best_binseg/5b6ad127de5e255f.json
new file mode 100644
index 00000000..2ed6fd90
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5b6ad127de5e255f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/5c5eb75395c592b6.json b/abed_results/quality_control_2/best_binseg/5c5eb75395c592b6.json
new file mode 100644
index 00000000..5d032e48
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5c5eb75395c592b6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/5d992c8316e209bd.json b/abed_results/quality_control_2/best_binseg/5d992c8316e209bd.json
new file mode 100644
index 00000000..6774ea03
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5d992c8316e209bd.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"func" : "mean",
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+		"method" : "BinSeg",
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/5f6fe83ddd5bc8bc.json b/abed_results/quality_control_2/best_binseg/5f6fe83ddd5bc8bc.json
new file mode 100644
index 00000000..8d09148c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/5f6fe83ddd5bc8bc.json
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+{
+	"error" : "Exponential test statistic requires positive data",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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+		"test_statistic" : "Exponential"
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/621bad139605c35c.json b/abed_results/quality_control_2/best_binseg/621bad139605c35c.json
new file mode 100644
index 00000000..cbe32634
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/621bad139605c35c.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
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diff --git a/abed_results/quality_control_2/best_binseg/621f5c0ced8e1b8a.json b/abed_results/quality_control_2/best_binseg/621f5c0ced8e1b8a.json
new file mode 100644
index 00000000..21b070b2
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/621f5c0ced8e1b8a.json
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+{
+	"error" : "Gamma test statistic requires positive data",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
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+} 
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new file mode 100644
index 00000000..7d77b653
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+++ b/abed_results/quality_control_2/best_binseg/6289235f1a304706.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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new file mode 100644
index 00000000..d71ba917
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/632c3b5caf848714.json
@@ -0,0 +1,30 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
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diff --git a/abed_results/quality_control_2/best_binseg/63c60342e9e0b7b9.json b/abed_results/quality_control_2/best_binseg/63c60342e9e0b7b9.json
new file mode 100644
index 00000000..66ca4d57
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/63c60342e9e0b7b9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/646a47dfdb5fa7e2.json b/abed_results/quality_control_2/best_binseg/646a47dfdb5fa7e2.json
new file mode 100644
index 00000000..c4e1a697
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/646a47dfdb5fa7e2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/6578c6e93ba88ebf.json b/abed_results/quality_control_2/best_binseg/6578c6e93ba88ebf.json
new file mode 100644
index 00000000..ee3fb70c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6578c6e93ba88ebf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6761f9d3668a528c.json b/abed_results/quality_control_2/best_binseg/6761f9d3668a528c.json
new file mode 100644
index 00000000..b5823b9f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6761f9d3668a528c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6799a244b56dbe93.json b/abed_results/quality_control_2/best_binseg/6799a244b56dbe93.json
new file mode 100644
index 00000000..7136c144
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6799a244b56dbe93.json
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+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.006040573
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/68318bb0cbd828fe.json b/abed_results/quality_control_2/best_binseg/68318bb0cbd828fe.json
new file mode 100644
index 00000000..12945e0f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/68318bb0cbd828fe.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6884103cf19842d1.json b/abed_results/quality_control_2/best_binseg/6884103cf19842d1.json
new file mode 100644
index 00000000..1b4cbd14
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6884103cf19842d1.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1596932
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/68bc10157819acbb.json b/abed_results/quality_control_2/best_binseg/68bc10157819acbb.json
new file mode 100644
index 00000000..18cad96e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/68bc10157819acbb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/69022d6cec4a9d8e.json b/abed_results/quality_control_2/best_binseg/69022d6cec4a9d8e.json
new file mode 100644
index 00000000..69e9c0ce
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/69022d6cec4a9d8e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/69b074624560bb88.json b/abed_results/quality_control_2/best_binseg/69b074624560bb88.json
new file mode 100644
index 00000000..146faeb0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/69b074624560bb88.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6a6ae63d0b73c828.json b/abed_results/quality_control_2/best_binseg/6a6ae63d0b73c828.json
new file mode 100644
index 00000000..45589ff0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6a6ae63d0b73c828.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.005638838
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6a7b629b01226eff.json b/abed_results/quality_control_2/best_binseg/6a7b629b01226eff.json
new file mode 100644
index 00000000..54cac393
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6a7b629b01226eff.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			137,
+			282
+		],
+		"runtime" : 0.005110741
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6e362f97a95b9b44.json b/abed_results/quality_control_2/best_binseg/6e362f97a95b9b44.json
new file mode 100644
index 00000000..fb781acc
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6e362f97a95b9b44.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6ef258865de585ee.json b/abed_results/quality_control_2/best_binseg/6ef258865de585ee.json
new file mode 100644
index 00000000..cd62e538
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6ef258865de585ee.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6f25e1ad9b479408.json b/abed_results/quality_control_2/best_binseg/6f25e1ad9b479408.json
new file mode 100644
index 00000000..549a54a7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6f25e1ad9b479408.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6f37eab063bd64ec.json b/abed_results/quality_control_2/best_binseg/6f37eab063bd64ec.json
new file mode 100644
index 00000000..1607dea1
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6f37eab063bd64ec.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.002366543
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/6ff349e5490717c1.json b/abed_results/quality_control_2/best_binseg/6ff349e5490717c1.json
new file mode 100644
index 00000000..d05f77e4
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/6ff349e5490717c1.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.005171299
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/705d7c8b7398047d.json b/abed_results/quality_control_2/best_binseg/705d7c8b7398047d.json
new file mode 100644
index 00000000..32c17060
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/705d7c8b7398047d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/70627886969868f7.json b/abed_results/quality_control_2/best_binseg/70627886969868f7.json
new file mode 100644
index 00000000..6c7d4b4d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/70627886969868f7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/713c356db617c227.json b/abed_results/quality_control_2/best_binseg/713c356db617c227.json
new file mode 100644
index 00000000..cc815fe9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/713c356db617c227.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/71a41cb8a38639d9.json b/abed_results/quality_control_2/best_binseg/71a41cb8a38639d9.json
new file mode 100644
index 00000000..d633d85c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/71a41cb8a38639d9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/71b91f3b33e92458.json b/abed_results/quality_control_2/best_binseg/71b91f3b33e92458.json
new file mode 100644
index 00000000..2d186153
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/71b91f3b33e92458.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			137,
+			168,
+			179,
+			219,
+			272,
+			282
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+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/72ca8a14cbf4db27.json b/abed_results/quality_control_2/best_binseg/72ca8a14cbf4db27.json
new file mode 100644
index 00000000..5dc89958
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/72ca8a14cbf4db27.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/72eaee8fe7f2c68b.json b/abed_results/quality_control_2/best_binseg/72eaee8fe7f2c68b.json
new file mode 100644
index 00000000..cad9c4b7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/72eaee8fe7f2c68b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/73d1741d04eca1c7.json b/abed_results/quality_control_2/best_binseg/73d1741d04eca1c7.json
new file mode 100644
index 00000000..ff060bce
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/73d1741d04eca1c7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/73f88d658695c4c9.json b/abed_results/quality_control_2/best_binseg/73f88d658695c4c9.json
new file mode 100644
index 00000000..e79b23da
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/73f88d658695c4c9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/749b7084513282bc.json b/abed_results/quality_control_2/best_binseg/749b7084513282bc.json
new file mode 100644
index 00000000..2ac24e29
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/749b7084513282bc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/75ca0140eccca658.json b/abed_results/quality_control_2/best_binseg/75ca0140eccca658.json
new file mode 100644
index 00000000..a8849a5a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/75ca0140eccca658.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/75ec93abe741c633.json b/abed_results/quality_control_2/best_binseg/75ec93abe741c633.json
new file mode 100644
index 00000000..68a35ec4
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/75ec93abe741c633.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/763f3f7bd0128683.json b/abed_results/quality_control_2/best_binseg/763f3f7bd0128683.json
new file mode 100644
index 00000000..702baf15
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/763f3f7bd0128683.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/76699436fbbe5a93.json b/abed_results/quality_control_2/best_binseg/76699436fbbe5a93.json
new file mode 100644
index 00000000..e0f74414
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/76699436fbbe5a93.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.006402731
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/766eb17d155f4ac7.json b/abed_results/quality_control_2/best_binseg/766eb17d155f4ac7.json
new file mode 100644
index 00000000..52e4347b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/766eb17d155f4ac7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/77fd9d588f5e0d5e.json b/abed_results/quality_control_2/best_binseg/77fd9d588f5e0d5e.json
new file mode 100644
index 00000000..679a7c5c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/77fd9d588f5e0d5e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/7ba7446a95fa9691.json b/abed_results/quality_control_2/best_binseg/7ba7446a95fa9691.json
new file mode 100644
index 00000000..cefb9116
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/7ba7446a95fa9691.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.00689292
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/7cc87330223f7162.json b/abed_results/quality_control_2/best_binseg/7cc87330223f7162.json
new file mode 100644
index 00000000..a417d7a7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/7cc87330223f7162.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/7e4b12e92440ccbc.json b/abed_results/quality_control_2/best_binseg/7e4b12e92440ccbc.json
new file mode 100644
index 00000000..72d0d803
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/7e4b12e92440ccbc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/8085e0995b94c52c.json b/abed_results/quality_control_2/best_binseg/8085e0995b94c52c.json
new file mode 100644
index 00000000..bf21bdd9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8085e0995b94c52c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/80870d1b8a946707.json b/abed_results/quality_control_2/best_binseg/80870d1b8a946707.json
new file mode 100644
index 00000000..52087271
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/80870d1b8a946707.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.003820658
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/82dd0ac9ee2ba397.json b/abed_results/quality_control_2/best_binseg/82dd0ac9ee2ba397.json
new file mode 100644
index 00000000..abf7f181
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/82dd0ac9ee2ba397.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/833edc8ac96396c8.json b/abed_results/quality_control_2/best_binseg/833edc8ac96396c8.json
new file mode 100644
index 00000000..bb801386
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/833edc8ac96396c8.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.002519131
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/8407bd5f7f2fc18a.json b/abed_results/quality_control_2/best_binseg/8407bd5f7f2fc18a.json
new file mode 100644
index 00000000..6678158c
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8407bd5f7f2fc18a.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.006723642
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/85643a4f174320b0.json b/abed_results/quality_control_2/best_binseg/85643a4f174320b0.json
new file mode 100644
index 00000000..cbeccf01
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/85643a4f174320b0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/862d022bec1c3d99.json b/abed_results/quality_control_2/best_binseg/862d022bec1c3d99.json
new file mode 100644
index 00000000..a1d7b1fa
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/862d022bec1c3d99.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.00676465
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/8718f64a22b19d86.json b/abed_results/quality_control_2/best_binseg/8718f64a22b19d86.json
new file mode 100644
index 00000000..e0d8bf8a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8718f64a22b19d86.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/87a05a7e6c4b4f63.json b/abed_results/quality_control_2/best_binseg/87a05a7e6c4b4f63.json
new file mode 100644
index 00000000..d6d47ff9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/87a05a7e6c4b4f63.json
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+{
+	"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_2.json -p SIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
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+		"max_cp" : "max",
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/8a14ef42baadf0d6.json b/abed_results/quality_control_2/best_binseg/8a14ef42baadf0d6.json
new file mode 100644
index 00000000..f351ab89
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8a14ef42baadf0d6.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
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diff --git a/abed_results/quality_control_2/best_binseg/8a292f97fa69e92b.json b/abed_results/quality_control_2/best_binseg/8a292f97fa69e92b.json
new file mode 100644
index 00000000..5d7797f2
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8a292f97fa69e92b.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
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diff --git a/abed_results/quality_control_2/best_binseg/8b63c0085bd7eb05.json b/abed_results/quality_control_2/best_binseg/8b63c0085bd7eb05.json
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index 00000000..f0704640
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+++ b/abed_results/quality_control_2/best_binseg/8b63c0085bd7eb05.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "var",
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+		"method" : "BinSeg",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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+++ b/abed_results/quality_control_2/best_binseg/8d14b783faa539e2.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
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+		"func" : "mean",
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+	"hostname" : "gertjan-arch",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"func" : "meanvar",
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new file mode 100644
index 00000000..06f1548e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8e90c96cd0506214.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
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+	"status" : "FAIL",
+	"parameters" : {
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index 00000000..92a8fcd5
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+			272,
+			276,
+			279,
+			282
+		],
+		"runtime" : 0.1848907
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/8eed16a16bad605e.json b/abed_results/quality_control_2/best_binseg/8eed16a16bad605e.json
new file mode 100644
index 00000000..b92c52dc
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8eed16a16bad605e.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.005352497
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/8fed9724ff5b0309.json b/abed_results/quality_control_2/best_binseg/8fed9724ff5b0309.json
new file mode 100644
index 00000000..8b30c22f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/8fed9724ff5b0309.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/909c170773651540.json b/abed_results/quality_control_2/best_binseg/909c170773651540.json
new file mode 100644
index 00000000..fe40b5a4
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/909c170773651540.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/90e33fdcb4d68524.json b/abed_results/quality_control_2/best_binseg/90e33fdcb4d68524.json
new file mode 100644
index 00000000..8d1206b2
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/90e33fdcb4d68524.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.004869699
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/910d88b345e9bdfa.json b/abed_results/quality_control_2/best_binseg/910d88b345e9bdfa.json
new file mode 100644
index 00000000..c4be56d2
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/910d88b345e9bdfa.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.002460718
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/915564d3b9018e61.json b/abed_results/quality_control_2/best_binseg/915564d3b9018e61.json
new file mode 100644
index 00000000..73c0da52
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/915564d3b9018e61.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/91e33ef42d5509e1.json b/abed_results/quality_control_2/best_binseg/91e33ef42d5509e1.json
new file mode 100644
index 00000000..05d4a50b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/91e33ef42d5509e1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/96268f287b92d324.json b/abed_results/quality_control_2/best_binseg/96268f287b92d324.json
new file mode 100644
index 00000000..fdf1cdc0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/96268f287b92d324.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.006606102
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/98205bcbc035115e.json b/abed_results/quality_control_2/best_binseg/98205bcbc035115e.json
new file mode 100644
index 00000000..e5d841c9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/98205bcbc035115e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/98d7363c09a4b1f0.json b/abed_results/quality_control_2/best_binseg/98d7363c09a4b1f0.json
new file mode 100644
index 00000000..eb0e66bf
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/98d7363c09a4b1f0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/99184940fcccbed0.json b/abed_results/quality_control_2/best_binseg/99184940fcccbed0.json
new file mode 100644
index 00000000..0dfb9cb9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/99184940fcccbed0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9a37d03398e2df73.json b/abed_results/quality_control_2/best_binseg/9a37d03398e2df73.json
new file mode 100644
index 00000000..ca03174a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9a37d03398e2df73.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.003075361
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9b0354a8832d0d31.json b/abed_results/quality_control_2/best_binseg/9b0354a8832d0d31.json
new file mode 100644
index 00000000..a6679dbe
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9b0354a8832d0d31.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.1095896
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9d3eeb8747f53757.json b/abed_results/quality_control_2/best_binseg/9d3eeb8747f53757.json
new file mode 100644
index 00000000..153d7122
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9d3eeb8747f53757.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9e41f69ad1d2d977.json b/abed_results/quality_control_2/best_binseg/9e41f69ad1d2d977.json
new file mode 100644
index 00000000..f7e0536d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9e41f69ad1d2d977.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9e926e20792ded63.json b/abed_results/quality_control_2/best_binseg/9e926e20792ded63.json
new file mode 100644
index 00000000..f1e6b636
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9e926e20792ded63.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9eae45512667f86f.json b/abed_results/quality_control_2/best_binseg/9eae45512667f86f.json
new file mode 100644
index 00000000..285da9b4
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9eae45512667f86f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/9ffb76fcb16f2995.json b/abed_results/quality_control_2/best_binseg/9ffb76fcb16f2995.json
new file mode 100644
index 00000000..542457e8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/9ffb76fcb16f2995.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a0870428c2c4bb37.json b/abed_results/quality_control_2/best_binseg/a0870428c2c4bb37.json
new file mode 100644
index 00000000..806eef15
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a0870428c2c4bb37.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a1553e1a7f7508ce.json b/abed_results/quality_control_2/best_binseg/a1553e1a7f7508ce.json
new file mode 100644
index 00000000..7aaf26a9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a1553e1a7f7508ce.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a26d3b9d4c19a289.json b/abed_results/quality_control_2/best_binseg/a26d3b9d4c19a289.json
new file mode 100644
index 00000000..2518f2be
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a26d3b9d4c19a289.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.005262375
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a3ebb1da6671c1f9.json b/abed_results/quality_control_2/best_binseg/a3ebb1da6671c1f9.json
new file mode 100644
index 00000000..98a3ab69
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a3ebb1da6671c1f9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a5567e6b13ac1082.json b/abed_results/quality_control_2/best_binseg/a5567e6b13ac1082.json
new file mode 100644
index 00000000..9be13981
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a5567e6b13ac1082.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a5769958973d05cf.json b/abed_results/quality_control_2/best_binseg/a5769958973d05cf.json
new file mode 100644
index 00000000..10bc52b5
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a5769958973d05cf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a67921a85c94d295.json b/abed_results/quality_control_2/best_binseg/a67921a85c94d295.json
new file mode 100644
index 00000000..f97021c7
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a67921a85c94d295.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a71adce38cd721ce.json b/abed_results/quality_control_2/best_binseg/a71adce38cd721ce.json
new file mode 100644
index 00000000..8f737c96
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a71adce38cd721ce.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a7a9f0d03e9f0ea1.json b/abed_results/quality_control_2/best_binseg/a7a9f0d03e9f0ea1.json
new file mode 100644
index 00000000..f3332da3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a7a9f0d03e9f0ea1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/a90adfe5737b03d8.json b/abed_results/quality_control_2/best_binseg/a90adfe5737b03d8.json
new file mode 100644
index 00000000..5387ebd6
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/a90adfe5737b03d8.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.003270388
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/abb652c261bb35cb.json b/abed_results/quality_control_2/best_binseg/abb652c261bb35cb.json
new file mode 100644
index 00000000..ea0a6dad
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/abb652c261bb35cb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ad9adfed29c62266.json b/abed_results/quality_control_2/best_binseg/ad9adfed29c62266.json
new file mode 100644
index 00000000..8ea39511
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ad9adfed29c62266.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/adb329fd07e92b60.json b/abed_results/quality_control_2/best_binseg/adb329fd07e92b60.json
new file mode 100644
index 00000000..72895aed
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/adb329fd07e92b60.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.198302
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ae250de0dabf3c7e.json b/abed_results/quality_control_2/best_binseg/ae250de0dabf3c7e.json
new file mode 100644
index 00000000..1a48e691
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ae250de0dabf3c7e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ae6923383006e74d.json b/abed_results/quality_control_2/best_binseg/ae6923383006e74d.json
new file mode 100644
index 00000000..4087dd2e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ae6923383006e74d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ae8c5d26c1e0e0e8.json b/abed_results/quality_control_2/best_binseg/ae8c5d26c1e0e0e8.json
new file mode 100644
index 00000000..513dca2b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ae8c5d26c1e0e0e8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/aeb93f79c16b84dd.json b/abed_results/quality_control_2/best_binseg/aeb93f79c16b84dd.json
new file mode 100644
index 00000000..b04d708d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/aeb93f79c16b84dd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b106d63e8481217f.json b/abed_results/quality_control_2/best_binseg/b106d63e8481217f.json
new file mode 100644
index 00000000..df8780b8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b106d63e8481217f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b1bd64359351eaf9.json b/abed_results/quality_control_2/best_binseg/b1bd64359351eaf9.json
new file mode 100644
index 00000000..39bb3e69
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b1bd64359351eaf9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b3487161729488e0.json b/abed_results/quality_control_2/best_binseg/b3487161729488e0.json
new file mode 100644
index 00000000..c620ca42
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b3487161729488e0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b82b1f1fb60c4259.json b/abed_results/quality_control_2/best_binseg/b82b1f1fb60c4259.json
new file mode 100644
index 00000000..94c36760
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b82b1f1fb60c4259.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b8628a9c37386cb0.json b/abed_results/quality_control_2/best_binseg/b8628a9c37386cb0.json
new file mode 100644
index 00000000..032db0f0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b8628a9c37386cb0.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.02208614
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/b95f4504887edc4b.json b/abed_results/quality_control_2/best_binseg/b95f4504887edc4b.json
new file mode 100644
index 00000000..a3e2d36e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/b95f4504887edc4b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/bd80514dd67b92f2.json b/abed_results/quality_control_2/best_binseg/bd80514dd67b92f2.json
new file mode 100644
index 00000000..1dfbee90
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/bd80514dd67b92f2.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.003054142
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/bf44d7dcc50e4b14.json b/abed_results/quality_control_2/best_binseg/bf44d7dcc50e4b14.json
new file mode 100644
index 00000000..ddb58650
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/bf44d7dcc50e4b14.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c1b509435c422db5.json b/abed_results/quality_control_2/best_binseg/c1b509435c422db5.json
new file mode 100644
index 00000000..f33175c4
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c1b509435c422db5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c294a64c6f41efb9.json b/abed_results/quality_control_2/best_binseg/c294a64c6f41efb9.json
new file mode 100644
index 00000000..0039695d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c294a64c6f41efb9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c3340a892683aa8e.json b/abed_results/quality_control_2/best_binseg/c3340a892683aa8e.json
new file mode 100644
index 00000000..067cc00f
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c3340a892683aa8e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c3a5e604ebe40126.json b/abed_results/quality_control_2/best_binseg/c3a5e604ebe40126.json
new file mode 100644
index 00000000..75b0dea1
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c3a5e604ebe40126.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c3b5d4fc962cf95d.json b/abed_results/quality_control_2/best_binseg/c3b5d4fc962cf95d.json
new file mode 100644
index 00000000..440131f5
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c3b5d4fc962cf95d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c3d992ce067a1662.json b/abed_results/quality_control_2/best_binseg/c3d992ce067a1662.json
new file mode 100644
index 00000000..c1305977
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c3d992ce067a1662.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c42eaa579b06f556.json b/abed_results/quality_control_2/best_binseg/c42eaa579b06f556.json
new file mode 100644
index 00000000..4c5b9ff8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c42eaa579b06f556.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c52cc14902d890cf.json b/abed_results/quality_control_2/best_binseg/c52cc14902d890cf.json
new file mode 100644
index 00000000..ebc0990b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c52cc14902d890cf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c68a74304dab9c76.json b/abed_results/quality_control_2/best_binseg/c68a74304dab9c76.json
new file mode 100644
index 00000000..bebbb9c0
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c68a74304dab9c76.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c69d10fd8b672381.json b/abed_results/quality_control_2/best_binseg/c69d10fd8b672381.json
new file mode 100644
index 00000000..85fb6812
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c69d10fd8b672381.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.003763676
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/c8a4f8f8d6ef0cae.json b/abed_results/quality_control_2/best_binseg/c8a4f8f8d6ef0cae.json
new file mode 100644
index 00000000..cdaadd02
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/c8a4f8f8d6ef0cae.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ce7164c3647e35cf.json b/abed_results/quality_control_2/best_binseg/ce7164c3647e35cf.json
new file mode 100644
index 00000000..2b25a7ca
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ce7164c3647e35cf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/quality_control_2/best_binseg/d3a1c3b0be1da655.json b/abed_results/quality_control_2/best_binseg/d3a1c3b0be1da655.json
new file mode 100644
index 00000000..63aa47b6
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d3a1c3b0be1da655.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/d44aaf37b516bbcc.json b/abed_results/quality_control_2/best_binseg/d44aaf37b516bbcc.json
new file mode 100644
index 00000000..66fc0911
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d44aaf37b516bbcc.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			267,
+			270,
+			272,
+			275,
+			282
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+		"runtime" : 0.00406003
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/d474daac9f5695a9.json b/abed_results/quality_control_2/best_binseg/d474daac9f5695a9.json
new file mode 100644
index 00000000..a1a8c2f5
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d474daac9f5695a9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/d4c8910601b03a09.json b/abed_results/quality_control_2/best_binseg/d4c8910601b03a09.json
new file mode 100644
index 00000000..aec8b355
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d4c8910601b03a09.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/d68fc34adde7648b.json b/abed_results/quality_control_2/best_binseg/d68fc34adde7648b.json
new file mode 100644
index 00000000..8a28119d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d68fc34adde7648b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/d6e878775f03e026.json b/abed_results/quality_control_2/best_binseg/d6e878775f03e026.json
new file mode 100644
index 00000000..e55f2ce9
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d6e878775f03e026.json
@@ -0,0 +1,167 @@
+{
+	"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_2.json -p None -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
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diff --git a/abed_results/quality_control_2/best_binseg/d81806d588b91828.json b/abed_results/quality_control_2/best_binseg/d81806d588b91828.json
new file mode 100644
index 00000000..9cc6bb84
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/d81806d588b91828.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/da345ef5b9d2082e.json b/abed_results/quality_control_2/best_binseg/da345ef5b9d2082e.json
new file mode 100644
index 00000000..5731c0ec
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/da345ef5b9d2082e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/dfd6861bd2c891a1.json b/abed_results/quality_control_2/best_binseg/dfd6861bd2c891a1.json
new file mode 100644
index 00000000..231c3d07
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/dfd6861bd2c891a1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/e05ce431cdb9dabb.json b/abed_results/quality_control_2/best_binseg/e05ce431cdb9dabb.json
new file mode 100644
index 00000000..a45f0266
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/e05ce431cdb9dabb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/e2ac1e288d61828f.json b/abed_results/quality_control_2/best_binseg/e2ac1e288d61828f.json
new file mode 100644
index 00000000..71a2ca01
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/e2ac1e288d61828f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/e3a8c27873399e2b.json b/abed_results/quality_control_2/best_binseg/e3a8c27873399e2b.json
new file mode 100644
index 00000000..539c9768
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/e3a8c27873399e2b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/e63b4868aa294c80.json b/abed_results/quality_control_2/best_binseg/e63b4868aa294c80.json
new file mode 100644
index 00000000..5594b63a
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/e63b4868aa294c80.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.00243187
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ec607625c9039c8f.json b/abed_results/quality_control_2/best_binseg/ec607625c9039c8f.json
new file mode 100644
index 00000000..ce1a2b93
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ec607625c9039c8f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/eeaa9e31cc4660c5.json b/abed_results/quality_control_2/best_binseg/eeaa9e31cc4660c5.json
new file mode 100644
index 00000000..87800386
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/eeaa9e31cc4660c5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Asymptotic -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ef3eb6b08278cfcd.json b/abed_results/quality_control_2/best_binseg/ef3eb6b08278cfcd.json
new file mode 100644
index 00000000..0fe51fee
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ef3eb6b08278cfcd.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.00729537
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ef893b3a1c4338d3.json b/abed_results/quality_control_2/best_binseg/ef893b3a1c4338d3.json
new file mode 100644
index 00000000..4e70fbc8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ef893b3a1c4338d3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f04a72d87209e68e.json b/abed_results/quality_control_2/best_binseg/f04a72d87209e68e.json
new file mode 100644
index 00000000..2b55450d
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f04a72d87209e68e.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			282
+		],
+		"runtime" : 0.2630558
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f4bd6722e9fedad3.json b/abed_results/quality_control_2/best_binseg/f4bd6722e9fedad3.json
new file mode 100644
index 00000000..08f2451e
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f4bd6722e9fedad3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f58da0a2a186ecdf.json b/abed_results/quality_control_2/best_binseg/f58da0a2a186ecdf.json
new file mode 100644
index 00000000..3c5db540
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f58da0a2a186ecdf.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f6d0c8e6de2b19b0.json b/abed_results/quality_control_2/best_binseg/f6d0c8e6de2b19b0.json
new file mode 100644
index 00000000..f105e423
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f6d0c8e6de2b19b0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f78cb2abeedbd0a6.json b/abed_results/quality_control_2/best_binseg/f78cb2abeedbd0a6.json
new file mode 100644
index 00000000..7f1b9577
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f78cb2abeedbd0a6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/f9cd5e743a8e9ceb.json b/abed_results/quality_control_2/best_binseg/f9cd5e743a8e9ceb.json
new file mode 100644
index 00000000..b8557ee2
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/f9cd5e743a8e9ceb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fa1af64d345bccc6.json b/abed_results/quality_control_2/best_binseg/fa1af64d345bccc6.json
new file mode 100644
index 00000000..3050e863
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fa1af64d345bccc6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p None -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fa969917e27311d9.json b/abed_results/quality_control_2/best_binseg/fa969917e27311d9.json
new file mode 100644
index 00000000..99cb834b
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fa969917e27311d9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/faae6e29b2a4b0ca.json b/abed_results/quality_control_2/best_binseg/faae6e29b2a4b0ca.json
new file mode 100644
index 00000000..265e5614
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/faae6e29b2a4b0ca.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fc88a683a5740f8a.json b/abed_results/quality_control_2/best_binseg/fc88a683a5740f8a.json
new file mode 100644
index 00000000..379f7664
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fc88a683a5740f8a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p MBIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fc8e02a6b8581370.json b/abed_results/quality_control_2/best_binseg/fc8e02a6b8581370.json
new file mode 100644
index 00000000..36da7709
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fc8e02a6b8581370.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fcfcae19beb0839f.json b/abed_results/quality_control_2/best_binseg/fcfcae19beb0839f.json
new file mode 100644
index 00000000..d13e53dd
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fcfcae19beb0839f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p Hannan-Quinn -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 142.5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/fe19d5ff7d5e0df6.json b/abed_results/quality_control_2/best_binseg/fe19d5ff7d5e0df6.json
new file mode 100644
index 00000000..4584d3e8
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/fe19d5ff7d5e0df6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p AIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ff0e01930dd70a7c.json b/abed_results/quality_control_2/best_binseg/ff0e01930dd70a7c.json
new file mode 100644
index 00000000..82936bb3
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ff0e01930dd70a7c.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p BIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			96,
+			282
+		],
+		"runtime" : 0.002876759
+	}
+} 
diff --git a/abed_results/quality_control_2/best_binseg/ffc30636b647a35c.json b/abed_results/quality_control_2/best_binseg/ffc30636b647a35c.json
new file mode 100644
index 00000000..8f9cdb69
--- /dev/null
+++ b/abed_results/quality_control_2/best_binseg/ffc30636b647a35c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_2.json -p SIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_2",
+	"dataset_md5" : "919a55440bd00d635db80fe83e921c7d",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}
author	Gertjan van den Burg <gertjanvandenburg@gmail.com>	2020-03-12 14:33:57 +0000
committer	Gertjan van den Burg <gertjanvandenburg@gmail.com>	2020-03-12 14:33:57 +0000
commit	7ef8f6e58990fc069cccc71ed6564e8c639ea4fc (patch)
tree	9e7662a34b7d0c1f1c5d9faf6d7d6ea8672f6410 /abed_results/quality_control_2/best_binseg
download	TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.tar.gz TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.zip