initial commit

126 files changed, 5151 insertions, 0 deletions

diff --git a/abed_results/bank/best_pelt/01f7db5c4256865c.json b/abed_results/bank/best_pelt/01f7db5c4256865c.json
new file mode 100644
index 00000000..a47812aa
--- /dev/null
+++ b/abed_results/bank/best_pelt/01f7db5c4256865c.json
@@ -0,0 +1,246 @@
+{
+	"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/bank.json -p AIC -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
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diff --git a/abed_results/bank/best_pelt/0287d324ef587838.json b/abed_results/bank/best_pelt/0287d324ef587838.json
new file mode 100644
index 00000000..48d356e6
--- /dev/null
+++ b/abed_results/bank/best_pelt/0287d324ef587838.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/bank.json -p SIC -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/03de5a8622eeb747.json b/abed_results/bank/best_pelt/03de5a8622eeb747.json
new file mode 100644
index 00000000..e4781554
--- /dev/null
+++ b/abed_results/bank/best_pelt/03de5a8622eeb747.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/bank.json -p MBIC -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/0d5dc54d1d27d2de.json b/abed_results/bank/best_pelt/0d5dc54d1d27d2de.json
new file mode 100644
index 00000000..ae9d454d
--- /dev/null
+++ b/abed_results/bank/best_pelt/0d5dc54d1d27d2de.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/bank.json -p Hannan-Quinn -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/0dc402c6193fca61.json b/abed_results/bank/best_pelt/0dc402c6193fca61.json
new file mode 100644
index 00000000..e6ecf357
--- /dev/null
+++ b/abed_results/bank/best_pelt/0dc402c6193fca61.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p Hannan-Quinn -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/0fd2d4ba74629184.json b/abed_results/bank/best_pelt/0fd2d4ba74629184.json
new file mode 100644
index 00000000..0a19c96b
--- /dev/null
+++ b/abed_results/bank/best_pelt/0fd2d4ba74629184.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/bank.json -p Hannan-Quinn -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/13dcef9e6d5cfdee.json b/abed_results/bank/best_pelt/13dcef9e6d5cfdee.json
new file mode 100644
index 00000000..986d1a40
--- /dev/null
+++ b/abed_results/bank/best_pelt/13dcef9e6d5cfdee.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/bank.json -p None -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/15556be792bb9189.json b/abed_results/bank/best_pelt/15556be792bb9189.json
new file mode 100644
index 00000000..2072e3ef
--- /dev/null
+++ b/abed_results/bank/best_pelt/15556be792bb9189.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/bank.json -p SIC -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/1649c4c25d1acf16.json b/abed_results/bank/best_pelt/1649c4c25d1acf16.json
new file mode 100644
index 00000000..d4414aeb
--- /dev/null
+++ b/abed_results/bank/best_pelt/1649c4c25d1acf16.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/bank.json -p Asymptotic -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/1ac4ef9875cbd2ee.json b/abed_results/bank/best_pelt/1ac4ef9875cbd2ee.json
new file mode 100644
index 00000000..f8a4e069
--- /dev/null
+++ b/abed_results/bank/best_pelt/1ac4ef9875cbd2ee.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/bank.json -p AIC -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/1b5cbcc6322ecb40.json b/abed_results/bank/best_pelt/1b5cbcc6322ecb40.json
new file mode 100644
index 00000000..fa6befa1
--- /dev/null
+++ b/abed_results/bank/best_pelt/1b5cbcc6322ecb40.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/bank.json -p Hannan-Quinn -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/1d6c064883ec6ed6.json b/abed_results/bank/best_pelt/1d6c064883ec6ed6.json
new file mode 100644
index 00000000..05330d03
--- /dev/null
+++ b/abed_results/bank/best_pelt/1d6c064883ec6ed6.json
@@ -0,0 +1,213 @@
+{
+	"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/bank.json -p SIC -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
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+} 
diff --git a/abed_results/bank/best_pelt/1de5e359e160f803.json b/abed_results/bank/best_pelt/1de5e359e160f803.json
new file mode 100644
index 00000000..ea9d1bea
--- /dev/null
+++ b/abed_results/bank/best_pelt/1de5e359e160f803.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/bank.json -p SIC -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/202526438b1ea06c.json b/abed_results/bank/best_pelt/202526438b1ea06c.json
new file mode 100644
index 00000000..2924e157
--- /dev/null
+++ b/abed_results/bank/best_pelt/202526438b1ea06c.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/bank.json -p AIC -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/2056a333f537d641.json b/abed_results/bank/best_pelt/2056a333f537d641.json
new file mode 100644
index 00000000..3a525f4c
--- /dev/null
+++ b/abed_results/bank/best_pelt/2056a333f537d641.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/bank.json -p None -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/2345b86c6c2ad3b1.json b/abed_results/bank/best_pelt/2345b86c6c2ad3b1.json
new file mode 100644
index 00000000..42374d45
--- /dev/null
+++ b/abed_results/bank/best_pelt/2345b86c6c2ad3b1.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/bank.json -p AIC -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/23c5a969b547bdd4.json b/abed_results/bank/best_pelt/23c5a969b547bdd4.json
new file mode 100644
index 00000000..04a4fa0a
--- /dev/null
+++ b/abed_results/bank/best_pelt/23c5a969b547bdd4.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p SIC -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/2539e5e57133d648.json b/abed_results/bank/best_pelt/2539e5e57133d648.json
new file mode 100644
index 00000000..afa459ad
--- /dev/null
+++ b/abed_results/bank/best_pelt/2539e5e57133d648.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/bank.json -p None -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/27033be842d0d85f.json b/abed_results/bank/best_pelt/27033be842d0d85f.json
new file mode 100644
index 00000000..3bb11399
--- /dev/null
+++ b/abed_results/bank/best_pelt/27033be842d0d85f.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/bank.json -p BIC -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/28a77b1edfc737ff.json b/abed_results/bank/best_pelt/28a77b1edfc737ff.json
new file mode 100644
index 00000000..94f4bcf5
--- /dev/null
+++ b/abed_results/bank/best_pelt/28a77b1edfc737ff.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p MBIC -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			19,
+			315,
+			368,
+			580
+		],
+		"runtime" : 0.003025293
+	}
+} 
diff --git a/abed_results/bank/best_pelt/28d27fa5d86b28f5.json b/abed_results/bank/best_pelt/28d27fa5d86b28f5.json
new file mode 100644
index 00000000..7bed4c51
--- /dev/null
+++ b/abed_results/bank/best_pelt/28d27fa5d86b28f5.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/bank.json -p AIC -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/29f597597479bb07.json b/abed_results/bank/best_pelt/29f597597479bb07.json
new file mode 100644
index 00000000..e5f1f8c0
--- /dev/null
+++ b/abed_results/bank/best_pelt/29f597597479bb07.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/bank.json -p Hannan-Quinn -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/2a96f71542eaea28.json b/abed_results/bank/best_pelt/2a96f71542eaea28.json
new file mode 100644
index 00000000..f378d1b9
--- /dev/null
+++ b/abed_results/bank/best_pelt/2a96f71542eaea28.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/bank.json -p None -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/30037c334d80c143.json b/abed_results/bank/best_pelt/30037c334d80c143.json
new file mode 100644
index 00000000..98a9b93d
--- /dev/null
+++ b/abed_results/bank/best_pelt/30037c334d80c143.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/bank.json -p SIC -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/33465db0223ef727.json b/abed_results/bank/best_pelt/33465db0223ef727.json
new file mode 100644
index 00000000..98bc34d2
--- /dev/null
+++ b/abed_results/bank/best_pelt/33465db0223ef727.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/bank.json -p AIC -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/335204a4f3c64b06.json b/abed_results/bank/best_pelt/335204a4f3c64b06.json
new file mode 100644
index 00000000..80c62e6f
--- /dev/null
+++ b/abed_results/bank/best_pelt/335204a4f3c64b06.json
@@ -0,0 +1,57 @@
+{
+	"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/bank.json -p Hannan-Quinn -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+		"runtime" : 0.003321886
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+} 
diff --git a/abed_results/bank/best_pelt/34a85d870116093a.json b/abed_results/bank/best_pelt/34a85d870116093a.json
new file mode 100644
index 00000000..4f1e5ef0
--- /dev/null
+++ b/abed_results/bank/best_pelt/34a85d870116093a.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/bank.json -p BIC -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/38bc6f455732bbc9.json b/abed_results/bank/best_pelt/38bc6f455732bbc9.json
new file mode 100644
index 00000000..0a419373
--- /dev/null
+++ b/abed_results/bank/best_pelt/38bc6f455732bbc9.json
@@ -0,0 +1,38 @@
+{
+	"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/bank.json -p MBIC -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			474,
+			580
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+		"runtime" : 0.003409624
+	}
+} 
diff --git a/abed_results/bank/best_pelt/3b840a806f69439f.json b/abed_results/bank/best_pelt/3b840a806f69439f.json
new file mode 100644
index 00000000..16589b5d
--- /dev/null
+++ b/abed_results/bank/best_pelt/3b840a806f69439f.json
@@ -0,0 +1,265 @@
+{
+	"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/bank.json -p None -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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diff --git a/abed_results/bank/best_pelt/3d3a44cdc1f79ed6.json b/abed_results/bank/best_pelt/3d3a44cdc1f79ed6.json
new file mode 100644
index 00000000..1ebaab4c
--- /dev/null
+++ b/abed_results/bank/best_pelt/3d3a44cdc1f79ed6.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/bank.json -p AIC -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/3e0f706aecaa90b1.json b/abed_results/bank/best_pelt/3e0f706aecaa90b1.json
new file mode 100644
index 00000000..6f730fd8
--- /dev/null
+++ b/abed_results/bank/best_pelt/3e0f706aecaa90b1.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p Asymptotic -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/40fcd0ab3180449e.json b/abed_results/bank/best_pelt/40fcd0ab3180449e.json
new file mode 100644
index 00000000..4e042b2f
--- /dev/null
+++ b/abed_results/bank/best_pelt/40fcd0ab3180449e.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p None -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/42efdf90cb9484ff.json b/abed_results/bank/best_pelt/42efdf90cb9484ff.json
new file mode 100644
index 00000000..1000536d
--- /dev/null
+++ b/abed_results/bank/best_pelt/42efdf90cb9484ff.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/bank.json -p SIC -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/4466a6a9c1c9274f.json b/abed_results/bank/best_pelt/4466a6a9c1c9274f.json
new file mode 100644
index 00000000..3b16e0db
--- /dev/null
+++ b/abed_results/bank/best_pelt/4466a6a9c1c9274f.json
@@ -0,0 +1,77 @@
+{
+	"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/bank.json -p AIC -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
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+} 
diff --git a/abed_results/bank/best_pelt/46810f8b89740f59.json b/abed_results/bank/best_pelt/46810f8b89740f59.json
new file mode 100644
index 00000000..6a9b8185
--- /dev/null
+++ b/abed_results/bank/best_pelt/46810f8b89740f59.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/bank.json -p BIC -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/483915ce885741ec.json b/abed_results/bank/best_pelt/483915ce885741ec.json
new file mode 100644
index 00000000..dccfe118
--- /dev/null
+++ b/abed_results/bank/best_pelt/483915ce885741ec.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/bank.json -p AIC -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/4ae7b49281d62664.json b/abed_results/bank/best_pelt/4ae7b49281d62664.json
new file mode 100644
index 00000000..7ae6f6fd
--- /dev/null
+++ b/abed_results/bank/best_pelt/4ae7b49281d62664.json
@@ -0,0 +1,28 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p Asymptotic -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			19,
+			315,
+			326,
+			368,
+			580
+		],
+		"runtime" : 0.004104137
+	}
+} 
diff --git a/abed_results/bank/best_pelt/4e308a42b9d6c70d.json b/abed_results/bank/best_pelt/4e308a42b9d6c70d.json
new file mode 100644
index 00000000..57d4eb8b
--- /dev/null
+++ b/abed_results/bank/best_pelt/4e308a42b9d6c70d.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/bank.json -p Asymptotic -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/509e1125e0042f97.json b/abed_results/bank/best_pelt/509e1125e0042f97.json
new file mode 100644
index 00000000..f52d86d7
--- /dev/null
+++ b/abed_results/bank/best_pelt/509e1125e0042f97.json
@@ -0,0 +1,40 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p SIC -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			19,
+			106,
+			113,
+			140,
+			173,
+			232,
+			255,
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+			533,
+			545,
+			566,
+			580
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+		"runtime" : 0.004052401
+	}
+} 
diff --git a/abed_results/bank/best_pelt/51c329308df0697e.json b/abed_results/bank/best_pelt/51c329308df0697e.json
new file mode 100644
index 00000000..bbf436fc
--- /dev/null
+++ b/abed_results/bank/best_pelt/51c329308df0697e.json
@@ -0,0 +1,230 @@
+{
+	"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/bank.json -p Hannan-Quinn -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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diff --git a/abed_results/bank/best_pelt/53eba0095f833475.json b/abed_results/bank/best_pelt/53eba0095f833475.json
new file mode 100644
index 00000000..56f52a94
--- /dev/null
+++ b/abed_results/bank/best_pelt/53eba0095f833475.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/bank.json -p Hannan-Quinn -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/56508b4eca91342f.json b/abed_results/bank/best_pelt/56508b4eca91342f.json
new file mode 100644
index 00000000..2f2c3231
--- /dev/null
+++ b/abed_results/bank/best_pelt/56508b4eca91342f.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/bank.json -p BIC -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/5810634c49f11cdf.json b/abed_results/bank/best_pelt/5810634c49f11cdf.json
new file mode 100644
index 00000000..763dd22b
--- /dev/null
+++ b/abed_results/bank/best_pelt/5810634c49f11cdf.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/bank.json -p BIC -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/5b382ddb6bd54522.json b/abed_results/bank/best_pelt/5b382ddb6bd54522.json
new file mode 100644
index 00000000..26622dd1
--- /dev/null
+++ b/abed_results/bank/best_pelt/5b382ddb6bd54522.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/bank.json -p Asymptotic -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/5ba806fdd510ac71.json b/abed_results/bank/best_pelt/5ba806fdd510ac71.json
new file mode 100644
index 00000000..9652f6f0
--- /dev/null
+++ b/abed_results/bank/best_pelt/5ba806fdd510ac71.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/bank.json -p Hannan-Quinn -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/5be30a5c4a86c671.json b/abed_results/bank/best_pelt/5be30a5c4a86c671.json
new file mode 100644
index 00000000..42f5b85e
--- /dev/null
+++ b/abed_results/bank/best_pelt/5be30a5c4a86c671.json
@@ -0,0 +1,213 @@
+{
+	"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/bank.json -p BIC -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
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+} 
diff --git a/abed_results/bank/best_pelt/62126bacc08a0846.json b/abed_results/bank/best_pelt/62126bacc08a0846.json
new file mode 100644
index 00000000..ed5df391
--- /dev/null
+++ b/abed_results/bank/best_pelt/62126bacc08a0846.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/bank.json -p SIC -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/674aba3dc8acaff5.json b/abed_results/bank/best_pelt/674aba3dc8acaff5.json
new file mode 100644
index 00000000..0c2c0945
--- /dev/null
+++ b/abed_results/bank/best_pelt/674aba3dc8acaff5.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/bank.json -p BIC -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/6a7d77a5ff9f0b00.json b/abed_results/bank/best_pelt/6a7d77a5ff9f0b00.json
new file mode 100644
index 00000000..f90be4d0
--- /dev/null
+++ b/abed_results/bank/best_pelt/6a7d77a5ff9f0b00.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/bank.json -p SIC -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/71c578136d61c073.json b/abed_results/bank/best_pelt/71c578136d61c073.json
new file mode 100644
index 00000000..8971c4ee
--- /dev/null
+++ b/abed_results/bank/best_pelt/71c578136d61c073.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p AIC -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7228c1011da60f16.json b/abed_results/bank/best_pelt/7228c1011da60f16.json
new file mode 100644
index 00000000..f85e56e1
--- /dev/null
+++ b/abed_results/bank/best_pelt/7228c1011da60f16.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/bank.json -p None -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/73eec8ef579468f9.json b/abed_results/bank/best_pelt/73eec8ef579468f9.json
new file mode 100644
index 00000000..aa696459
--- /dev/null
+++ b/abed_results/bank/best_pelt/73eec8ef579468f9.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/bank.json -p Asymptotic -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/75f80e735c79e760.json b/abed_results/bank/best_pelt/75f80e735c79e760.json
new file mode 100644
index 00000000..fba9d9f1
--- /dev/null
+++ b/abed_results/bank/best_pelt/75f80e735c79e760.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/bank.json -p BIC -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/77457aa8c327c7fb.json b/abed_results/bank/best_pelt/77457aa8c327c7fb.json
new file mode 100644
index 00000000..cb329884
--- /dev/null
+++ b/abed_results/bank/best_pelt/77457aa8c327c7fb.json
@@ -0,0 +1,66 @@
+{
+	"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/bank.json -p AIC -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+		"runtime" : 0.002788305
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+} 
diff --git a/abed_results/bank/best_pelt/7813c5f5b406bf3c.json b/abed_results/bank/best_pelt/7813c5f5b406bf3c.json
new file mode 100644
index 00000000..759c74dd
--- /dev/null
+++ b/abed_results/bank/best_pelt/7813c5f5b406bf3c.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/bank.json -p None -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7b29ef1cbb2dccd9.json b/abed_results/bank/best_pelt/7b29ef1cbb2dccd9.json
new file mode 100644
index 00000000..ad59a469
--- /dev/null
+++ b/abed_results/bank/best_pelt/7b29ef1cbb2dccd9.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/bank.json -p AIC -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7b801182064b84c1.json b/abed_results/bank/best_pelt/7b801182064b84c1.json
new file mode 100644
index 00000000..1840722f
--- /dev/null
+++ b/abed_results/bank/best_pelt/7b801182064b84c1.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/bank.json -p BIC -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7dacc6556794fcbb.json b/abed_results/bank/best_pelt/7dacc6556794fcbb.json
new file mode 100644
index 00000000..e4f1b2c9
--- /dev/null
+++ b/abed_results/bank/best_pelt/7dacc6556794fcbb.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/bank.json -p None -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7ee1ba19bc55e5f4.json b/abed_results/bank/best_pelt/7ee1ba19bc55e5f4.json
new file mode 100644
index 00000000..9c0bef76
--- /dev/null
+++ b/abed_results/bank/best_pelt/7ee1ba19bc55e5f4.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/bank.json -p MBIC -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/7f3248bad731da48.json b/abed_results/bank/best_pelt/7f3248bad731da48.json
new file mode 100644
index 00000000..f568d503
--- /dev/null
+++ b/abed_results/bank/best_pelt/7f3248bad731da48.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/bank.json -p BIC -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/805ed39fdd5e88f8.json b/abed_results/bank/best_pelt/805ed39fdd5e88f8.json
new file mode 100644
index 00000000..6918fba0
--- /dev/null
+++ b/abed_results/bank/best_pelt/805ed39fdd5e88f8.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/bank.json -p AIC -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/808301f8f277b91a.json b/abed_results/bank/best_pelt/808301f8f277b91a.json
new file mode 100644
index 00000000..2800254b
--- /dev/null
+++ b/abed_results/bank/best_pelt/808301f8f277b91a.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/bank.json -p Asymptotic -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/84726b476cd6bb98.json b/abed_results/bank/best_pelt/84726b476cd6bb98.json
new file mode 100644
index 00000000..7b13683f
--- /dev/null
+++ b/abed_results/bank/best_pelt/84726b476cd6bb98.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/bank.json -p Asymptotic -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/87772ff81f2810d1.json b/abed_results/bank/best_pelt/87772ff81f2810d1.json
new file mode 100644
index 00000000..d75e3886
--- /dev/null
+++ b/abed_results/bank/best_pelt/87772ff81f2810d1.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/bank.json -p Asymptotic -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/8aafef973c70aae0.json b/abed_results/bank/best_pelt/8aafef973c70aae0.json
new file mode 100644
index 00000000..52d41775
--- /dev/null
+++ b/abed_results/bank/best_pelt/8aafef973c70aae0.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/bank.json -p AIC -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/8d6ea26adb8709ed.json b/abed_results/bank/best_pelt/8d6ea26adb8709ed.json
new file mode 100644
index 00000000..0b8a5a25
--- /dev/null
+++ b/abed_results/bank/best_pelt/8d6ea26adb8709ed.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p Asymptotic -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/8f47b03b24df8df9.json b/abed_results/bank/best_pelt/8f47b03b24df8df9.json
new file mode 100644
index 00000000..f9b39ebb
--- /dev/null
+++ b/abed_results/bank/best_pelt/8f47b03b24df8df9.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/bank.json -p MBIC -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/90366adcfaae6551.json b/abed_results/bank/best_pelt/90366adcfaae6551.json
new file mode 100644
index 00000000..58142d0a
--- /dev/null
+++ b/abed_results/bank/best_pelt/90366adcfaae6551.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/bank.json -p SIC -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/945d20b7590de2b9.json b/abed_results/bank/best_pelt/945d20b7590de2b9.json
new file mode 100644
index 00000000..73235a33
--- /dev/null
+++ b/abed_results/bank/best_pelt/945d20b7590de2b9.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/bank.json -p Asymptotic -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/94aa7fa8667c9cff.json b/abed_results/bank/best_pelt/94aa7fa8667c9cff.json
new file mode 100644
index 00000000..2b2decf0
--- /dev/null
+++ b/abed_results/bank/best_pelt/94aa7fa8667c9cff.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/bank.json -p AIC -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/95fdd9da9de8a2c8.json b/abed_results/bank/best_pelt/95fdd9da9de8a2c8.json
new file mode 100644
index 00000000..9c80a13b
--- /dev/null
+++ b/abed_results/bank/best_pelt/95fdd9da9de8a2c8.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/bank.json -p None -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/9b46a1f2b26c2077.json b/abed_results/bank/best_pelt/9b46a1f2b26c2077.json
new file mode 100644
index 00000000..8856c3d4
--- /dev/null
+++ b/abed_results/bank/best_pelt/9b46a1f2b26c2077.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p BIC -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/9e7d72c130ffceaf.json b/abed_results/bank/best_pelt/9e7d72c130ffceaf.json
new file mode 100644
index 00000000..4e9e3701
--- /dev/null
+++ b/abed_results/bank/best_pelt/9e7d72c130ffceaf.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p AIC -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/9e9737d2d4bba9c8.json b/abed_results/bank/best_pelt/9e9737d2d4bba9c8.json
new file mode 100644
index 00000000..2c4732f1
--- /dev/null
+++ b/abed_results/bank/best_pelt/9e9737d2d4bba9c8.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/bank.json -p MBIC -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/a0e00044b5a26eb5.json b/abed_results/bank/best_pelt/a0e00044b5a26eb5.json
new file mode 100644
index 00000000..46d34768
--- /dev/null
+++ b/abed_results/bank/best_pelt/a0e00044b5a26eb5.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p SIC -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/a4072b4f4c4b3e76.json b/abed_results/bank/best_pelt/a4072b4f4c4b3e76.json
new file mode 100644
index 00000000..f8e5868e
--- /dev/null
+++ b/abed_results/bank/best_pelt/a4072b4f4c4b3e76.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/bank.json -p AIC -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/a49c19784627c394.json b/abed_results/bank/best_pelt/a49c19784627c394.json
new file mode 100644
index 00000000..da1f89e2
--- /dev/null
+++ b/abed_results/bank/best_pelt/a49c19784627c394.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/bank.json -p SIC -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/a6785062588fa283.json b/abed_results/bank/best_pelt/a6785062588fa283.json
new file mode 100644
index 00000000..5b0dee8b
--- /dev/null
+++ b/abed_results/bank/best_pelt/a6785062588fa283.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p Hannan-Quinn -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/a9e91a073be28ff3.json b/abed_results/bank/best_pelt/a9e91a073be28ff3.json
new file mode 100644
index 00000000..c60e6005
--- /dev/null
+++ b/abed_results/bank/best_pelt/a9e91a073be28ff3.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/bank.json -p SIC -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/aa63bc17305ea9d9.json b/abed_results/bank/best_pelt/aa63bc17305ea9d9.json
new file mode 100644
index 00000000..9cda967e
--- /dev/null
+++ b/abed_results/bank/best_pelt/aa63bc17305ea9d9.json
@@ -0,0 +1,48 @@
+{
+	"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/bank.json -p SIC -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			68,
+			83,
+			103,
+			116,
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+			508,
+			523,
+			571,
+			580
+		],
+		"runtime" : 0.004072428
+	}
+} 
diff --git a/abed_results/bank/best_pelt/acdeab4581b92ea0.json b/abed_results/bank/best_pelt/acdeab4581b92ea0.json
new file mode 100644
index 00000000..311f4078
--- /dev/null
+++ b/abed_results/bank/best_pelt/acdeab4581b92ea0.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/bank.json -p MBIC -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/ada24a57d17cbb99.json b/abed_results/bank/best_pelt/ada24a57d17cbb99.json
new file mode 100644
index 00000000..c0c597ef
--- /dev/null
+++ b/abed_results/bank/best_pelt/ada24a57d17cbb99.json
@@ -0,0 +1,54 @@
+{
+	"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/bank.json -p Hannan-Quinn -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			55,
+			68,
+			81,
+			96,
+			103,
+			116,
+			124,
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+			453,
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+			508,
+			512,
+			523,
+			571,
+			580
+		],
+		"runtime" : 0.005491257
+	}
+} 
diff --git a/abed_results/bank/best_pelt/ae051b1ccbae113d.json b/abed_results/bank/best_pelt/ae051b1ccbae113d.json
new file mode 100644
index 00000000..c663fabb
--- /dev/null
+++ b/abed_results/bank/best_pelt/ae051b1ccbae113d.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/bank.json -p AIC -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/afa7b493c652d9f1.json b/abed_results/bank/best_pelt/afa7b493c652d9f1.json
new file mode 100644
index 00000000..21353ccd
--- /dev/null
+++ b/abed_results/bank/best_pelt/afa7b493c652d9f1.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/bank.json -p MBIC -f var -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/afaf0dd7a10d7643.json b/abed_results/bank/best_pelt/afaf0dd7a10d7643.json
new file mode 100644
index 00000000..d2a53392
--- /dev/null
+++ b/abed_results/bank/best_pelt/afaf0dd7a10d7643.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/bank.json -p Asymptotic -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/afe57e3dc155b810.json b/abed_results/bank/best_pelt/afe57e3dc155b810.json
new file mode 100644
index 00000000..fa64593f
--- /dev/null
+++ b/abed_results/bank/best_pelt/afe57e3dc155b810.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/bank.json -p None -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/aff9b6066c3affc5.json b/abed_results/bank/best_pelt/aff9b6066c3affc5.json
new file mode 100644
index 00000000..57e13365
--- /dev/null
+++ b/abed_results/bank/best_pelt/aff9b6066c3affc5.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/bank.json -p MBIC -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/b0aae5940268c3bf.json b/abed_results/bank/best_pelt/b0aae5940268c3bf.json
new file mode 100644
index 00000000..898db6ac
--- /dev/null
+++ b/abed_results/bank/best_pelt/b0aae5940268c3bf.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/bank.json -p Hannan-Quinn -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/b1336eeb18272ac5.json b/abed_results/bank/best_pelt/b1336eeb18272ac5.json
new file mode 100644
index 00000000..8d12a6f2
--- /dev/null
+++ b/abed_results/bank/best_pelt/b1336eeb18272ac5.json
@@ -0,0 +1,200 @@
+{
+	"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/bank.json -p MBIC -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/bank/best_pelt/b2f60f401f54bbc4.json b/abed_results/bank/best_pelt/b2f60f401f54bbc4.json
new file mode 100644
index 00000000..a25438c8
--- /dev/null
+++ b/abed_results/bank/best_pelt/b2f60f401f54bbc4.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/bank.json -p Asymptotic -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/b487613f7a23e382.json b/abed_results/bank/best_pelt/b487613f7a23e382.json
new file mode 100644
index 00000000..e9e2b2da
--- /dev/null
+++ b/abed_results/bank/best_pelt/b487613f7a23e382.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/bank.json -p Hannan-Quinn -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/b653a9d64e3b5d47.json b/abed_results/bank/best_pelt/b653a9d64e3b5d47.json
new file mode 100644
index 00000000..f39b8685
--- /dev/null
+++ b/abed_results/bank/best_pelt/b653a9d64e3b5d47.json
@@ -0,0 +1,259 @@
+{
+	"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/bank.json -p None -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
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diff --git a/abed_results/bank/best_pelt/b7adaea3225a1fc3.json b/abed_results/bank/best_pelt/b7adaea3225a1fc3.json
new file mode 100644
index 00000000..ba591dc7
--- /dev/null
+++ b/abed_results/bank/best_pelt/b7adaea3225a1fc3.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/bank.json -p Hannan-Quinn -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/b91ef2fd8884a78f.json b/abed_results/bank/best_pelt/b91ef2fd8884a78f.json
new file mode 100644
index 00000000..cf8837d0
--- /dev/null
+++ b/abed_results/bank/best_pelt/b91ef2fd8884a78f.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/bank.json -p None -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/baf370a73edfcc4d.json b/abed_results/bank/best_pelt/baf370a73edfcc4d.json
new file mode 100644
index 00000000..4fba864a
--- /dev/null
+++ b/abed_results/bank/best_pelt/baf370a73edfcc4d.json
@@ -0,0 +1,48 @@
+{
+	"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/bank.json -p BIC -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			55,
+			68,
+			83,
+			103,
+			116,
+			124,
+			148,
+			169,
+			204,
+			232,
+			236,
+			301,
+			313,
+			334,
+			344,
+			354,
+			385,
+			403,
+			447,
+			453,
+			474,
+			508,
+			523,
+			571,
+			580
+		],
+		"runtime" : 0.007458925
+	}
+} 
diff --git a/abed_results/bank/best_pelt/bdb43a5d7a635508.json b/abed_results/bank/best_pelt/bdb43a5d7a635508.json
new file mode 100644
index 00000000..866187b3
--- /dev/null
+++ b/abed_results/bank/best_pelt/bdb43a5d7a635508.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/bank.json -p Hannan-Quinn -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/be4260a523beb4c2.json b/abed_results/bank/best_pelt/be4260a523beb4c2.json
new file mode 100644
index 00000000..6d812b7d
--- /dev/null
+++ b/abed_results/bank/best_pelt/be4260a523beb4c2.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/bank.json -p Hannan-Quinn -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/be7959f24870d7f0.json b/abed_results/bank/best_pelt/be7959f24870d7f0.json
new file mode 100644
index 00000000..bb4c0497
--- /dev/null
+++ b/abed_results/bank/best_pelt/be7959f24870d7f0.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/bank.json -p None -f meanvar -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/beef6cd2a08e9bdf.json b/abed_results/bank/best_pelt/beef6cd2a08e9bdf.json
new file mode 100644
index 00000000..535612c3
--- /dev/null
+++ b/abed_results/bank/best_pelt/beef6cd2a08e9bdf.json
@@ -0,0 +1,48 @@
+{
+	"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/bank.json -p Asymptotic -f var -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			55,
+			68,
+			83,
+			103,
+			116,
+			124,
+			148,
+			169,
+			204,
+			232,
+			236,
+			301,
+			313,
+			334,
+			344,
+			354,
+			385,
+			403,
+			447,
+			453,
+			474,
+			508,
+			523,
+			571,
+			580
+		],
+		"runtime" : 0.004183769
+	}
+} 
diff --git a/abed_results/bank/best_pelt/bef94c6fdc06bb46.json b/abed_results/bank/best_pelt/bef94c6fdc06bb46.json
new file mode 100644
index 00000000..8cc38f07
--- /dev/null
+++ b/abed_results/bank/best_pelt/bef94c6fdc06bb46.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/bank.json -p BIC -f mean -t Poisson -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/c2c3a2eff394e02b.json b/abed_results/bank/best_pelt/c2c3a2eff394e02b.json
new file mode 100644
index 00000000..f7a62a57
--- /dev/null
+++ b/abed_results/bank/best_pelt/c2c3a2eff394e02b.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/bank.json -p Asymptotic -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/c4e13ebeb0a056bb.json b/abed_results/bank/best_pelt/c4e13ebeb0a056bb.json
new file mode 100644
index 00000000..29164020
--- /dev/null
+++ b/abed_results/bank/best_pelt/c4e13ebeb0a056bb.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/bank.json -p Hannan-Quinn -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/c5d3369aceec6592.json b/abed_results/bank/best_pelt/c5d3369aceec6592.json
new file mode 100644
index 00000000..7dbd4828
--- /dev/null
+++ b/abed_results/bank/best_pelt/c5d3369aceec6592.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p MBIC -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/c5fdf8260d911111.json b/abed_results/bank/best_pelt/c5fdf8260d911111.json
new file mode 100644
index 00000000..1d977c18
--- /dev/null
+++ b/abed_results/bank/best_pelt/c5fdf8260d911111.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p BIC -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/cc076e80268a3cbb.json b/abed_results/bank/best_pelt/cc076e80268a3cbb.json
new file mode 100644
index 00000000..f104dff3
--- /dev/null
+++ b/abed_results/bank/best_pelt/cc076e80268a3cbb.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/bank.json -p None -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d38cfc68c6338748.json b/abed_results/bank/best_pelt/d38cfc68c6338748.json
new file mode 100644
index 00000000..80a5f75c
--- /dev/null
+++ b/abed_results/bank/best_pelt/d38cfc68c6338748.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/bank.json -p None -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d3a7d217bb1dd308.json b/abed_results/bank/best_pelt/d3a7d217bb1dd308.json
new file mode 100644
index 00000000..c3d54199
--- /dev/null
+++ b/abed_results/bank/best_pelt/d3a7d217bb1dd308.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/bank.json -p MBIC -f meanvar -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d4847d5e04a05fb4.json b/abed_results/bank/best_pelt/d4847d5e04a05fb4.json
new file mode 100644
index 00000000..9bcc2fce
--- /dev/null
+++ b/abed_results/bank/best_pelt/d4847d5e04a05fb4.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/bank.json -p BIC -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d6ff1e74824b1fef.json b/abed_results/bank/best_pelt/d6ff1e74824b1fef.json
new file mode 100644
index 00000000..832e88df
--- /dev/null
+++ b/abed_results/bank/best_pelt/d6ff1e74824b1fef.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/bank.json -p SIC -f var -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d75a73caee9c9060.json b/abed_results/bank/best_pelt/d75a73caee9c9060.json
new file mode 100644
index 00000000..0db62d30
--- /dev/null
+++ b/abed_results/bank/best_pelt/d75a73caee9c9060.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/bank.json -p Asymptotic -f mean -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d782392ed1571bf5.json b/abed_results/bank/best_pelt/d782392ed1571bf5.json
new file mode 100644
index 00000000..615ee098
--- /dev/null
+++ b/abed_results/bank/best_pelt/d782392ed1571bf5.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/bank.json -p MBIC -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d79703963021ed87.json b/abed_results/bank/best_pelt/d79703963021ed87.json
new file mode 100644
index 00000000..098abffb
--- /dev/null
+++ b/abed_results/bank/best_pelt/d79703963021ed87.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/bank.json -p BIC -f var -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d7f06929ac889a1a.json b/abed_results/bank/best_pelt/d7f06929ac889a1a.json
new file mode 100644
index 00000000..6e92d94b
--- /dev/null
+++ b/abed_results/bank/best_pelt/d7f06929ac889a1a.json
@@ -0,0 +1,22 @@
+{
+	"error" : "CSS does not satisfy the assumptions of PELT, use SegNeigh or BinSeg instead.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p MBIC -f var -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/d9113355c9d74674.json b/abed_results/bank/best_pelt/d9113355c9d74674.json
new file mode 100644
index 00000000..d7dd39f5
--- /dev/null
+++ b/abed_results/bank/best_pelt/d9113355c9d74674.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/bank.json -p Asymptotic -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/dc00c3e8ec109572.json b/abed_results/bank/best_pelt/dc00c3e8ec109572.json
new file mode 100644
index 00000000..b522903b
--- /dev/null
+++ b/abed_results/bank/best_pelt/dc00c3e8ec109572.json
@@ -0,0 +1,215 @@
+{
+	"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/bank.json -p Asymptotic -f meanvar -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/bank/best_pelt/dd6dbb87e621afb8.json b/abed_results/bank/best_pelt/dd6dbb87e621afb8.json
new file mode 100644
index 00000000..1c6bc7bc
--- /dev/null
+++ b/abed_results/bank/best_pelt/dd6dbb87e621afb8.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/bank.json -p SIC -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/e285206061336a6b.json b/abed_results/bank/best_pelt/e285206061336a6b.json
new file mode 100644
index 00000000..3a453530
--- /dev/null
+++ b/abed_results/bank/best_pelt/e285206061336a6b.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/bank.json -p MBIC -f mean -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/e2ee240a2607c753.json b/abed_results/bank/best_pelt/e2ee240a2607c753.json
new file mode 100644
index 00000000..800af053
--- /dev/null
+++ b/abed_results/bank/best_pelt/e2ee240a2607c753.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/bank.json -p Hannan-Quinn -f var -t Gamma -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/e740a586f0b2c830.json b/abed_results/bank/best_pelt/e740a586f0b2c830.json
new file mode 100644
index 00000000..f58cc0e7
--- /dev/null
+++ b/abed_results/bank/best_pelt/e740a586f0b2c830.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/bank.json -p MBIC -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/e89206bda74e1ea4.json b/abed_results/bank/best_pelt/e89206bda74e1ea4.json
new file mode 100644
index 00000000..8d878150
--- /dev/null
+++ b/abed_results/bank/best_pelt/e89206bda74e1ea4.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/bank.json -p SIC -f meanvar -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/ed7d2d49c865f8c0.json b/abed_results/bank/best_pelt/ed7d2d49c865f8c0.json
new file mode 100644
index 00000000..78541403
--- /dev/null
+++ b/abed_results/bank/best_pelt/ed7d2d49c865f8c0.json
@@ -0,0 +1,40 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p BIC -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			19,
+			106,
+			113,
+			140,
+			173,
+			232,
+			255,
+			315,
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+			385,
+			474,
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+			533,
+			545,
+			566,
+			580
+		],
+		"runtime" : 0.003706694
+	}
+} 
diff --git a/abed_results/bank/best_pelt/ef06070386a9757a.json b/abed_results/bank/best_pelt/ef06070386a9757a.json
new file mode 100644
index 00000000..459f046a
--- /dev/null
+++ b/abed_results/bank/best_pelt/ef06070386a9757a.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/bank.json -p BIC -f mean -t CSS -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/effc6f9cc4784644.json b/abed_results/bank/best_pelt/effc6f9cc4784644.json
new file mode 100644
index 00000000..59e5fa40
--- /dev/null
+++ b/abed_results/bank/best_pelt/effc6f9cc4784644.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/bank.json -p MBIC -f meanvar -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/fae05979b5266ae7.json b/abed_results/bank/best_pelt/fae05979b5266ae7.json
new file mode 100644
index 00000000..dfea571d
--- /dev/null
+++ b/abed_results/bank/best_pelt/fae05979b5266ae7.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/bank.json -p MBIC -f meanvar -t Exponential -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/bank/best_pelt/fc42bad4ff6449f5.json b/abed_results/bank/best_pelt/fc42bad4ff6449f5.json
new file mode 100644
index 00000000..bcc2bcf4
--- /dev/null
+++ b/abed_results/bank/best_pelt/fc42bad4ff6449f5.json
@@ -0,0 +1,429 @@
+{
+	"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/bank.json -p None -f mean -t Normal -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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diff --git a/abed_results/bank/best_pelt/fdb8b52861669909.json b/abed_results/bank/best_pelt/fdb8b52861669909.json
new file mode 100644
index 00000000..6d64d9b1
--- /dev/null
+++ b/abed_results/bank/best_pelt/fdb8b52861669909.json
@@ -0,0 +1,22 @@
+{
+	"error" : "Invalid Method, must be AMOC, SegNeigh or BinSeg",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/bank.json -p None -f mean -t CUSUM -m PELT",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "bank",
+	"dataset_md5" : "5207135ea53fc6fa2a8119908da73abf",
+	"status" : "FAIL",
+	"parameters" : {
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "PELT",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}