initial commit

126 files changed, 2836 insertions, 0 deletions

diff --git a/abed_results/quality_control_3/best_amoc/007185969de9fb08.json b/abed_results/quality_control_3/best_amoc/007185969de9fb08.json
new file mode 100644
index 00000000..95e48959
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/007185969de9fb08.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/028ac92bf07b6ef3.json b/abed_results/quality_control_3/best_amoc/028ac92bf07b6ef3.json
new file mode 100644
index 00000000..4fdfcc79
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/028ac92bf07b6ef3.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/046252a8f83af97d.json b/abed_results/quality_control_3/best_amoc/046252a8f83af97d.json
new file mode 100644
index 00000000..57b51b7c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/046252a8f83af97d.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			179
+		],
+		"runtime" : 0.0029006
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/053d8d73ed948118.json b/abed_results/quality_control_3/best_amoc/053d8d73ed948118.json
new file mode 100644
index 00000000..d6ef7d82
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/053d8d73ed948118.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003148794
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/057faac604272232.json b/abed_results/quality_control_3/best_amoc/057faac604272232.json
new file mode 100644
index 00000000..d389fbe0
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/057faac604272232.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/0949d496ab64061d.json b/abed_results/quality_control_3/best_amoc/0949d496ab64061d.json
new file mode 100644
index 00000000..34ccd90f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/0949d496ab64061d.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.002701998
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/0df03812b51756c2.json b/abed_results/quality_control_3/best_amoc/0df03812b51756c2.json
new file mode 100644
index 00000000..f5103316
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/0df03812b51756c2.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/10444da3faa63d55.json b/abed_results/quality_control_3/best_amoc/10444da3faa63d55.json
new file mode 100644
index 00000000..b58a5959
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/10444da3faa63d55.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/1369fd0dfa0d0308.json b/abed_results/quality_control_3/best_amoc/1369fd0dfa0d0308.json
new file mode 100644
index 00000000..e2feaa30
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/1369fd0dfa0d0308.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/13d199a4ec728e4c.json b/abed_results/quality_control_3/best_amoc/13d199a4ec728e4c.json
new file mode 100644
index 00000000..10e056d5
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/13d199a4ec728e4c.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/18c384ccd36ffd32.json b/abed_results/quality_control_3/best_amoc/18c384ccd36ffd32.json
new file mode 100644
index 00000000..a1e56557
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/18c384ccd36ffd32.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/1a76e7801c6b4fd8.json b/abed_results/quality_control_3/best_amoc/1a76e7801c6b4fd8.json
new file mode 100644
index 00000000..13bb4148
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/1a76e7801c6b4fd8.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/1fd2d2ee72103c4f.json b/abed_results/quality_control_3/best_amoc/1fd2d2ee72103c4f.json
new file mode 100644
index 00000000..018b2a9d
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/1fd2d2ee72103c4f.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/21c7cebd09fa38fe.json b/abed_results/quality_control_3/best_amoc/21c7cebd09fa38fe.json
new file mode 100644
index 00000000..8ec0214d
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/21c7cebd09fa38fe.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.002698898
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/2285aad1b0260d07.json b/abed_results/quality_control_3/best_amoc/2285aad1b0260d07.json
new file mode 100644
index 00000000..d834d7c3
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/2285aad1b0260d07.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/2286ae2b75f3d39c.json b/abed_results/quality_control_3/best_amoc/2286ae2b75f3d39c.json
new file mode 100644
index 00000000..f48a1376
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/2286ae2b75f3d39c.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/2396f4792b79697b.json b/abed_results/quality_control_3/best_amoc/2396f4792b79697b.json
new file mode 100644
index 00000000..1cfcb899
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/2396f4792b79697b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/27079a07b88ef9c3.json b/abed_results/quality_control_3/best_amoc/27079a07b88ef9c3.json
new file mode 100644
index 00000000..bfea803c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/27079a07b88ef9c3.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/2de5204212ebe828.json b/abed_results/quality_control_3/best_amoc/2de5204212ebe828.json
new file mode 100644
index 00000000..8b5723fb
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/2de5204212ebe828.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/30ea9e8e01324ec1.json b/abed_results/quality_control_3/best_amoc/30ea9e8e01324ec1.json
new file mode 100644
index 00000000..171ab6e7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/30ea9e8e01324ec1.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.005320072
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/329f8b0ea15058a2.json b/abed_results/quality_control_3/best_amoc/329f8b0ea15058a2.json
new file mode 100644
index 00000000..98f0f096
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/329f8b0ea15058a2.json
@@ -0,0 +1,22 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/32f79fe20dc63347.json b/abed_results/quality_control_3/best_amoc/32f79fe20dc63347.json
new file mode 100644
index 00000000..971c0fdc
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/32f79fe20dc63347.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3484f458b0cee02e.json b/abed_results/quality_control_3/best_amoc/3484f458b0cee02e.json
new file mode 100644
index 00000000..2a789ad9
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3484f458b0cee02e.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/35a4f065bbb6bc9b.json b/abed_results/quality_control_3/best_amoc/35a4f065bbb6bc9b.json
new file mode 100644
index 00000000..c14da3a1
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/35a4f065bbb6bc9b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/35a7b4c6e18cc247.json b/abed_results/quality_control_3/best_amoc/35a7b4c6e18cc247.json
new file mode 100644
index 00000000..9112500c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/35a7b4c6e18cc247.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.002587557
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/396d21b1842feffe.json b/abed_results/quality_control_3/best_amoc/396d21b1842feffe.json
new file mode 100644
index 00000000..1b142c3b
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/396d21b1842feffe.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			222
+		],
+		"runtime" : 0.002696753
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/39deca0b1f4f9ca7.json b/abed_results/quality_control_3/best_amoc/39deca0b1f4f9ca7.json
new file mode 100644
index 00000000..2822d818
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/39deca0b1f4f9ca7.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3a078cbf9f59288c.json b/abed_results/quality_control_3/best_amoc/3a078cbf9f59288c.json
new file mode 100644
index 00000000..c357e5c6
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3a078cbf9f59288c.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3a30549a000e2e9f.json b/abed_results/quality_control_3/best_amoc/3a30549a000e2e9f.json
new file mode 100644
index 00000000..27985083
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3a30549a000e2e9f.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3b161b30833bf2d1.json b/abed_results/quality_control_3/best_amoc/3b161b30833bf2d1.json
new file mode 100644
index 00000000..5885239d
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3b161b30833bf2d1.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3b297a4117df2ff3.json b/abed_results/quality_control_3/best_amoc/3b297a4117df2ff3.json
new file mode 100644
index 00000000..42053019
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3b297a4117df2ff3.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3b6aa23d200611f1.json b/abed_results/quality_control_3/best_amoc/3b6aa23d200611f1.json
new file mode 100644
index 00000000..f253011a
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3b6aa23d200611f1.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003424406
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/3f26384c77156632.json b/abed_results/quality_control_3/best_amoc/3f26384c77156632.json
new file mode 100644
index 00000000..0096fa3b
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/3f26384c77156632.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.002969503
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/41006ebf800af738.json b/abed_results/quality_control_3/best_amoc/41006ebf800af738.json
new file mode 100644
index 00000000..f50f8a65
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/41006ebf800af738.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/43e27193cd9e9a82.json b/abed_results/quality_control_3/best_amoc/43e27193cd9e9a82.json
new file mode 100644
index 00000000..5b14352f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/43e27193cd9e9a82.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.002452135
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/4a227cfcbae49531.json b/abed_results/quality_control_3/best_amoc/4a227cfcbae49531.json
new file mode 100644
index 00000000..390216ef
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/4a227cfcbae49531.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.002827644
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/4ae712f6825ccfd4.json b/abed_results/quality_control_3/best_amoc/4ae712f6825ccfd4.json
new file mode 100644
index 00000000..838740a7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/4ae712f6825ccfd4.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/4c7a5f1b97344c33.json b/abed_results/quality_control_3/best_amoc/4c7a5f1b97344c33.json
new file mode 100644
index 00000000..1249a244
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/4c7a5f1b97344c33.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/50ac2e07cb9c049f.json b/abed_results/quality_control_3/best_amoc/50ac2e07cb9c049f.json
new file mode 100644
index 00000000..e602f125
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/50ac2e07cb9c049f.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/570137bbbcca668c.json b/abed_results/quality_control_3/best_amoc/570137bbbcca668c.json
new file mode 100644
index 00000000..3aa84db6
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/570137bbbcca668c.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/587a15d1068a2cf5.json b/abed_results/quality_control_3/best_amoc/587a15d1068a2cf5.json
new file mode 100644
index 00000000..c702e586
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/587a15d1068a2cf5.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003265619
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/5adfe400b9de5011.json b/abed_results/quality_control_3/best_amoc/5adfe400b9de5011.json
new file mode 100644
index 00000000..df9d4d38
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/5adfe400b9de5011.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			222
+		],
+		"runtime" : 0.003290176
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/5af70dc2554cd5ee.json b/abed_results/quality_control_3/best_amoc/5af70dc2554cd5ee.json
new file mode 100644
index 00000000..5a5bf2c7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/5af70dc2554cd5ee.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.005665541
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/5fc20f6933265909.json b/abed_results/quality_control_3/best_amoc/5fc20f6933265909.json
new file mode 100644
index 00000000..3d85db9a
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/5fc20f6933265909.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/62ca886ba40e935a.json b/abed_results/quality_control_3/best_amoc/62ca886ba40e935a.json
new file mode 100644
index 00000000..2a9e976a
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/62ca886ba40e935a.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/69d6ecdad907a356.json b/abed_results/quality_control_3/best_amoc/69d6ecdad907a356.json
new file mode 100644
index 00000000..b3007bad
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/69d6ecdad907a356.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.00318718
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/6c97cbf714876ac4.json b/abed_results/quality_control_3/best_amoc/6c97cbf714876ac4.json
new file mode 100644
index 00000000..be542886
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/6c97cbf714876ac4.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/6f58a52d641a76ad.json b/abed_results/quality_control_3/best_amoc/6f58a52d641a76ad.json
new file mode 100644
index 00000000..e93afdf3
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/6f58a52d641a76ad.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.003349543
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/705fa32296e694ab.json b/abed_results/quality_control_3/best_amoc/705fa32296e694ab.json
new file mode 100644
index 00000000..0938a392
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/705fa32296e694ab.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/71ee8fea6bc2ce1e.json b/abed_results/quality_control_3/best_amoc/71ee8fea6bc2ce1e.json
new file mode 100644
index 00000000..345f43fa
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/71ee8fea6bc2ce1e.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/73ec1977b2d8fdf0.json b/abed_results/quality_control_3/best_amoc/73ec1977b2d8fdf0.json
new file mode 100644
index 00000000..de767fa1
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/73ec1977b2d8fdf0.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/77876f48a0bcccd6.json b/abed_results/quality_control_3/best_amoc/77876f48a0bcccd6.json
new file mode 100644
index 00000000..d34f6b9f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/77876f48a0bcccd6.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/7a94a029ad90d5b8.json b/abed_results/quality_control_3/best_amoc/7a94a029ad90d5b8.json
new file mode 100644
index 00000000..e5785844
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/7a94a029ad90d5b8.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/7b7a786165b37bc1.json b/abed_results/quality_control_3/best_amoc/7b7a786165b37bc1.json
new file mode 100644
index 00000000..d134f5d7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/7b7a786165b37bc1.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/7eb854f448c87ace.json b/abed_results/quality_control_3/best_amoc/7eb854f448c87ace.json
new file mode 100644
index 00000000..ef0735b5
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/7eb854f448c87ace.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/7f4a148a24dd914f.json b/abed_results/quality_control_3/best_amoc/7f4a148a24dd914f.json
new file mode 100644
index 00000000..294d9400
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/7f4a148a24dd914f.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.003149509
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/802d6eb34f7a697a.json b/abed_results/quality_control_3/best_amoc/802d6eb34f7a697a.json
new file mode 100644
index 00000000..87d37c08
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/802d6eb34f7a697a.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/80d86cfcee114581.json b/abed_results/quality_control_3/best_amoc/80d86cfcee114581.json
new file mode 100644
index 00000000..fbe1b1c9
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/80d86cfcee114581.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/820287d07cd0441b.json b/abed_results/quality_control_3/best_amoc/820287d07cd0441b.json
new file mode 100644
index 00000000..be6a9d84
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/820287d07cd0441b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/887d2ddb01f9ac95.json b/abed_results/quality_control_3/best_amoc/887d2ddb01f9ac95.json
new file mode 100644
index 00000000..a91404a7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/887d2ddb01f9ac95.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.002640724
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/88d1aa7f51d15d84.json b/abed_results/quality_control_3/best_amoc/88d1aa7f51d15d84.json
new file mode 100644
index 00000000..afa42012
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/88d1aa7f51d15d84.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/88ddfb1fff74b792.json b/abed_results/quality_control_3/best_amoc/88ddfb1fff74b792.json
new file mode 100644
index 00000000..4c528ec1
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/88ddfb1fff74b792.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/8a27e0f6b74a6481.json b/abed_results/quality_control_3/best_amoc/8a27e0f6b74a6481.json
new file mode 100644
index 00000000..37f22aab
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/8a27e0f6b74a6481.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/8c9895a11844cbca.json b/abed_results/quality_control_3/best_amoc/8c9895a11844cbca.json
new file mode 100644
index 00000000..7716f22c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/8c9895a11844cbca.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/8e3b40cd5650a72a.json b/abed_results/quality_control_3/best_amoc/8e3b40cd5650a72a.json
new file mode 100644
index 00000000..d1b2bfe4
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/8e3b40cd5650a72a.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.002531052
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/951297057bb1b7cf.json b/abed_results/quality_control_3/best_amoc/951297057bb1b7cf.json
new file mode 100644
index 00000000..d6b7d9d9
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/951297057bb1b7cf.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/955faec30835e02c.json b/abed_results/quality_control_3/best_amoc/955faec30835e02c.json
new file mode 100644
index 00000000..e3aae4f2
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/955faec30835e02c.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.006020784
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/9aa2cdc25199a7a1.json b/abed_results/quality_control_3/best_amoc/9aa2cdc25199a7a1.json
new file mode 100644
index 00000000..a81f3e99
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/9aa2cdc25199a7a1.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/9caadb60f241f3b8.json b/abed_results/quality_control_3/best_amoc/9caadb60f241f3b8.json
new file mode 100644
index 00000000..dc508ec6
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/9caadb60f241f3b8.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.00244236
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a0da2f271066f56c.json b/abed_results/quality_control_3/best_amoc/a0da2f271066f56c.json
new file mode 100644
index 00000000..0a225bb0
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a0da2f271066f56c.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a2b4628f9aad5905.json b/abed_results/quality_control_3/best_amoc/a2b4628f9aad5905.json
new file mode 100644
index 00000000..4203783f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a2b4628f9aad5905.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003186703
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a47f1a8f85cee7a2.json b/abed_results/quality_control_3/best_amoc/a47f1a8f85cee7a2.json
new file mode 100644
index 00000000..cdc56986
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a47f1a8f85cee7a2.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003273726
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a66d5af2e12bffa8.json b/abed_results/quality_control_3/best_amoc/a66d5af2e12bffa8.json
new file mode 100644
index 00000000..e63f883b
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a66d5af2e12bffa8.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.002660275
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a6d4e092ca20dce6.json b/abed_results/quality_control_3/best_amoc/a6d4e092ca20dce6.json
new file mode 100644
index 00000000..e4c4b7ae
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a6d4e092ca20dce6.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/a95649c118412058.json b/abed_results/quality_control_3/best_amoc/a95649c118412058.json
new file mode 100644
index 00000000..6d0e1794
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/a95649c118412058.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003015995
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ab1df83c46bd5067.json b/abed_results/quality_control_3/best_amoc/ab1df83c46bd5067.json
new file mode 100644
index 00000000..df0b234c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ab1df83c46bd5067.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.003407717
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/acfeb2c273a7a2c4.json b/abed_results/quality_control_3/best_amoc/acfeb2c273a7a2c4.json
new file mode 100644
index 00000000..9fb84a59
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/acfeb2c273a7a2c4.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/af3abc1a2609106e.json b/abed_results/quality_control_3/best_amoc/af3abc1a2609106e.json
new file mode 100644
index 00000000..a5c1b8e7
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/af3abc1a2609106e.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b33f507f32e3fae1.json b/abed_results/quality_control_3/best_amoc/b33f507f32e3fae1.json
new file mode 100644
index 00000000..a0c7729f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b33f507f32e3fae1.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b4f40d39e5fd6b58.json b/abed_results/quality_control_3/best_amoc/b4f40d39e5fd6b58.json
new file mode 100644
index 00000000..becdde1e
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b4f40d39e5fd6b58.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b541912772e4f203.json b/abed_results/quality_control_3/best_amoc/b541912772e4f203.json
new file mode 100644
index 00000000..42b880b5
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b541912772e4f203.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b5aaa3612b546695.json b/abed_results/quality_control_3/best_amoc/b5aaa3612b546695.json
new file mode 100644
index 00000000..9753c517
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b5aaa3612b546695.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b664d09d251df614.json b/abed_results/quality_control_3/best_amoc/b664d09d251df614.json
new file mode 100644
index 00000000..0dcf7617
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b664d09d251df614.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b682e5232c4b435a.json b/abed_results/quality_control_3/best_amoc/b682e5232c4b435a.json
new file mode 100644
index 00000000..969d27ae
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b682e5232c4b435a.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b77f44fd60d21f46.json b/abed_results/quality_control_3/best_amoc/b77f44fd60d21f46.json
new file mode 100644
index 00000000..ca29e9c2
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b77f44fd60d21f46.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/b7d29f3e1b224a11.json b/abed_results/quality_control_3/best_amoc/b7d29f3e1b224a11.json
new file mode 100644
index 00000000..10a8de22
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/b7d29f3e1b224a11.json
@@ -0,0 +1,22 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ba0205744ed7afb5.json b/abed_results/quality_control_3/best_amoc/ba0205744ed7afb5.json
new file mode 100644
index 00000000..4590f57f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ba0205744ed7afb5.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ba55da7902738659.json b/abed_results/quality_control_3/best_amoc/ba55da7902738659.json
new file mode 100644
index 00000000..eef3844c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ba55da7902738659.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/bad1c448b68058a6.json b/abed_results/quality_control_3/best_amoc/bad1c448b68058a6.json
new file mode 100644
index 00000000..0b364851
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/bad1c448b68058a6.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/bcc501d14c8b3575.json b/abed_results/quality_control_3/best_amoc/bcc501d14c8b3575.json
new file mode 100644
index 00000000..7a7efb4c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/bcc501d14c8b3575.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/bedb5e7690e7f391.json b/abed_results/quality_control_3/best_amoc/bedb5e7690e7f391.json
new file mode 100644
index 00000000..817ae3a2
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/bedb5e7690e7f391.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.002739668
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/bf63c8cbed2bb299.json b/abed_results/quality_control_3/best_amoc/bf63c8cbed2bb299.json
new file mode 100644
index 00000000..6b55a788
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/bf63c8cbed2bb299.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/c2865608631057dd.json b/abed_results/quality_control_3/best_amoc/c2865608631057dd.json
new file mode 100644
index 00000000..8b440a7f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/c2865608631057dd.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/c57f6d05deb9f646.json b/abed_results/quality_control_3/best_amoc/c57f6d05deb9f646.json
new file mode 100644
index 00000000..be3a2e0c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/c57f6d05deb9f646.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/c8f023714e39ea8b.json b/abed_results/quality_control_3/best_amoc/c8f023714e39ea8b.json
new file mode 100644
index 00000000..2ee5925f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/c8f023714e39ea8b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/cce09d4f06b21988.json b/abed_results/quality_control_3/best_amoc/cce09d4f06b21988.json
new file mode 100644
index 00000000..de683c7e
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/cce09d4f06b21988.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ce5eafe2d8f2ea13.json b/abed_results/quality_control_3/best_amoc/ce5eafe2d8f2ea13.json
new file mode 100644
index 00000000..574d68bb
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ce5eafe2d8f2ea13.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.003602743
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/cead60416387a380.json b/abed_results/quality_control_3/best_amoc/cead60416387a380.json
new file mode 100644
index 00000000..20b988dd
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/cead60416387a380.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ceeccb3ddda1c9a7.json b/abed_results/quality_control_3/best_amoc/ceeccb3ddda1c9a7.json
new file mode 100644
index 00000000..7a454b4c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ceeccb3ddda1c9a7.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/cf4ec876eea4de9a.json b/abed_results/quality_control_3/best_amoc/cf4ec876eea4de9a.json
new file mode 100644
index 00000000..e620da2a
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/cf4ec876eea4de9a.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/d1bacb4287426304.json b/abed_results/quality_control_3/best_amoc/d1bacb4287426304.json
new file mode 100644
index 00000000..acdb565a
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/d1bacb4287426304.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.003302813
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/d2b0d1886bb7c87f.json b/abed_results/quality_control_3/best_amoc/d2b0d1886bb7c87f.json
new file mode 100644
index 00000000..c79003d4
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/d2b0d1886bb7c87f.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/d44d45c390d26641.json b/abed_results/quality_control_3/best_amoc/d44d45c390d26641.json
new file mode 100644
index 00000000..8b8c21bc
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/d44d45c390d26641.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			223
+		],
+		"runtime" : 0.003227234
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/dcf4c8f7e053e7e9.json b/abed_results/quality_control_3/best_amoc/dcf4c8f7e053e7e9.json
new file mode 100644
index 00000000..df28211e
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/dcf4c8f7e053e7e9.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/dee32c73d8488e7b.json b/abed_results/quality_control_3/best_amoc/dee32c73d8488e7b.json
new file mode 100644
index 00000000..1bbad05b
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/dee32c73d8488e7b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e11ef6866c4c93b6.json b/abed_results/quality_control_3/best_amoc/e11ef6866c4c93b6.json
new file mode 100644
index 00000000..1e18120c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e11ef6866c4c93b6.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e18ad5983a92c193.json b/abed_results/quality_control_3/best_amoc/e18ad5983a92c193.json
new file mode 100644
index 00000000..2a9a3a37
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e18ad5983a92c193.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e1fc9b1ed5b95e41.json b/abed_results/quality_control_3/best_amoc/e1fc9b1ed5b95e41.json
new file mode 100644
index 00000000..d16b141e
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e1fc9b1ed5b95e41.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e20c40289b7c1972.json b/abed_results/quality_control_3/best_amoc/e20c40289b7c1972.json
new file mode 100644
index 00000000..923ff9f3
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e20c40289b7c1972.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e281366dba63f3ec.json b/abed_results/quality_control_3/best_amoc/e281366dba63f3ec.json
new file mode 100644
index 00000000..ee7f59da
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e281366dba63f3ec.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e371fd20a574b782.json b/abed_results/quality_control_3/best_amoc/e371fd20a574b782.json
new file mode 100644
index 00000000..2dd4268e
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e371fd20a574b782.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e569e8a25deeee7b.json b/abed_results/quality_control_3/best_amoc/e569e8a25deeee7b.json
new file mode 100644
index 00000000..35c651b1
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e569e8a25deeee7b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e5aa3e5204196887.json b/abed_results/quality_control_3/best_amoc/e5aa3e5204196887.json
new file mode 100644
index 00000000..3754b1c2
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e5aa3e5204196887.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Hannan-Quinn -f meanvar -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/e8675eec4b516820.json b/abed_results/quality_control_3/best_amoc/e8675eec4b516820.json
new file mode 100644
index 00000000..809d8ab0
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/e8675eec4b516820.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f meanvar -t Normal -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			178
+		],
+		"runtime" : 0.003036261
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ecd1d5998a2689c9.json b/abed_results/quality_control_3/best_amoc/ecd1d5998a2689c9.json
new file mode 100644
index 00000000..01676dbd
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ecd1d5998a2689c9.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p None -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f023ec779c361dc5.json b/abed_results/quality_control_3/best_amoc/f023ec779c361dc5.json
new file mode 100644
index 00000000..d689d6ed
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f023ec779c361dc5.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p Asymptotic -f var -t Poisson -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f2c9e9b6e1ab53d4.json b/abed_results/quality_control_3/best_amoc/f2c9e9b6e1ab53d4.json
new file mode 100644
index 00000000..1e387470
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f2c9e9b6e1ab53d4.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f mean -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f3284f72e36cf090.json b/abed_results/quality_control_3/best_amoc/f3284f72e36cf090.json
new file mode 100644
index 00000000..358d7c27
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f3284f72e36cf090.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f3451777fb5de50b.json b/abed_results/quality_control_3/best_amoc/f3451777fb5de50b.json
new file mode 100644
index 00000000..981ebdc0
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f3451777fb5de50b.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f42100b0eea92895.json b/abed_results/quality_control_3/best_amoc/f42100b0eea92895.json
new file mode 100644
index 00000000..d4950603
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f42100b0eea92895.json
@@ -0,0 +1,24 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f var -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			365
+		],
+		"runtime" : 0.002643347
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f4d56cbae66f9d90.json b/abed_results/quality_control_3/best_amoc/f4d56cbae66f9d90.json
new file mode 100644
index 00000000..4955e0f8
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f4d56cbae66f9d90.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f meanvar -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/f8ffe5508b3c6563.json b/abed_results/quality_control_3/best_amoc/f8ffe5508b3c6563.json
new file mode 100644
index 00000000..440ab203
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/f8ffe5508b3c6563.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p BIC -f meanvar -t Gamma -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/fb1f798c85d7cad9.json b/abed_results/quality_control_3/best_amoc/fb1f798c85d7cad9.json
new file mode 100644
index 00000000..2c010f9f
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/fb1f798c85d7cad9.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p AIC -f mean -t Exponential -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/fb44450bd84b5839.json b/abed_results/quality_control_3/best_amoc/fb44450bd84b5839.json
new file mode 100644
index 00000000..25aaa79c
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/fb44450bd84b5839.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t CSS -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/fcce36a89319395e.json b/abed_results/quality_control_3/best_amoc/fcce36a89319395e.json
new file mode 100644
index 00000000..e8fad7ec
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/fcce36a89319395e.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p MBIC -f var -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/quality_control_3/best_amoc/ffa20058fa16a357.json b/abed_results/quality_control_3/best_amoc/ffa20058fa16a357.json
new file mode 100644
index 00000000..020c0400
--- /dev/null
+++ b/abed_results/quality_control_3/best_amoc/ffa20058fa16a357.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/quality_control_3.json -p SIC -f meanvar -t CUSUM -m AMOC",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "quality_control_3",
+	"dataset_md5" : "94f55ddedd03197bc3e660f6e1d840ee",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "AMOC",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}