initial commit

author: Gertjan van den Burg <gertjanvandenburg@gmail.com> 2020-03-12 14:33:57 +0000
committer: Gertjan van den Burg <gertjanvandenburg@gmail.com> 2020-03-12 14:33:57 +0000
commit: 7ef8f6e58990fc069cccc71ed6564e8c639ea4fc (patch)
tree: 9e7662a34b7d0c1f1c5d9faf6d7d6ea8672f6410 /abed_results/us_population/best_binseg
download: TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.tar.gz
TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.zip
252 files changed, 8912 insertions, 0 deletions
diff --git a/abed_results/us_population/best_binseg/006347a1afcc0774.json b/abed_results/us_population/best_binseg/006347a1afcc0774.json
new file mode 100644
index 00000000..07c162ee
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+++ b/abed_results/us_population/best_binseg/006347a1afcc0774.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
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diff --git a/abed_results/us_population/best_binseg/00e835e83e4d7755.json b/abed_results/us_population/best_binseg/00e835e83e4d7755.json
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index 00000000..a37d74d8
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+{
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+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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diff --git a/abed_results/us_population/best_binseg/03ef7b7ff83e15cf.json b/abed_results/us_population/best_binseg/03ef7b7ff83e15cf.json
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+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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diff --git a/abed_results/us_population/best_binseg/051228aa78021d9a.json b/abed_results/us_population/best_binseg/051228aa78021d9a.json
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diff --git a/abed_results/us_population/best_binseg/10c2d7188ede77d2.json b/abed_results/us_population/best_binseg/10c2d7188ede77d2.json
new file mode 100644
index 00000000..b9841696
--- /dev/null
+++ b/abed_results/us_population/best_binseg/10c2d7188ede77d2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/119d935c73a8894e.json b/abed_results/us_population/best_binseg/119d935c73a8894e.json
new file mode 100644
index 00000000..41010854
--- /dev/null
+++ b/abed_results/us_population/best_binseg/119d935c73a8894e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/12da4574a5d4e1fc.json b/abed_results/us_population/best_binseg/12da4574a5d4e1fc.json
new file mode 100644
index 00000000..735aaefe
--- /dev/null
+++ b/abed_results/us_population/best_binseg/12da4574a5d4e1fc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/15332c476698a1c6.json b/abed_results/us_population/best_binseg/15332c476698a1c6.json
new file mode 100644
index 00000000..f506a4a3
--- /dev/null
+++ b/abed_results/us_population/best_binseg/15332c476698a1c6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/158c0395ffb28e59.json b/abed_results/us_population/best_binseg/158c0395ffb28e59.json
new file mode 100644
index 00000000..4719a23d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/158c0395ffb28e59.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1634b2ce299cb189.json b/abed_results/us_population/best_binseg/1634b2ce299cb189.json
new file mode 100644
index 00000000..33a6454a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1634b2ce299cb189.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/17142997f8ad77a2.json b/abed_results/us_population/best_binseg/17142997f8ad77a2.json
new file mode 100644
index 00000000..d4118f5b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/17142997f8ad77a2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/183ccb9235852a43.json b/abed_results/us_population/best_binseg/183ccb9235852a43.json
new file mode 100644
index 00000000..5b7eb7d5
--- /dev/null
+++ b/abed_results/us_population/best_binseg/183ccb9235852a43.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+} 
diff --git a/abed_results/us_population/best_binseg/185cbca9cd4efca8.json b/abed_results/us_population/best_binseg/185cbca9cd4efca8.json
new file mode 100644
index 00000000..1c673ab3
--- /dev/null
+++ b/abed_results/us_population/best_binseg/185cbca9cd4efca8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1925f1786bd4134a.json b/abed_results/us_population/best_binseg/1925f1786bd4134a.json
new file mode 100644
index 00000000..10571204
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1925f1786bd4134a.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
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+			488,
+			544,
+			652,
+			815
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+		"runtime" : 0.00427866
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1af096f6e75c6935.json b/abed_results/us_population/best_binseg/1af096f6e75c6935.json
new file mode 100644
index 00000000..226def00
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1af096f6e75c6935.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1e7c825df7779725.json b/abed_results/us_population/best_binseg/1e7c825df7779725.json
new file mode 100644
index 00000000..f0055c3c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1e7c825df7779725.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			116,
+			235,
+			342,
+			482,
+			655,
+			815
+		],
+		"runtime" : 0.003633976
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1ebbcb44616d46b4.json b/abed_results/us_population/best_binseg/1ebbcb44616d46b4.json
new file mode 100644
index 00000000..79b23dc9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1ebbcb44616d46b4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/1f7c55080117cbfe.json b/abed_results/us_population/best_binseg/1f7c55080117cbfe.json
new file mode 100644
index 00000000..99c8e83f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/1f7c55080117cbfe.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2185e96e45f47c70.json b/abed_results/us_population/best_binseg/2185e96e45f47c70.json
new file mode 100644
index 00000000..e8dd6b0c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2185e96e45f47c70.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/23f44094e01f199f.json b/abed_results/us_population/best_binseg/23f44094e01f199f.json
new file mode 100644
index 00000000..26a5ac0d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/23f44094e01f199f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/262be4d8898751d9.json b/abed_results/us_population/best_binseg/262be4d8898751d9.json
new file mode 100644
index 00000000..4f7e9c85
--- /dev/null
+++ b/abed_results/us_population/best_binseg/262be4d8898751d9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/26cc641f98e05bef.json b/abed_results/us_population/best_binseg/26cc641f98e05bef.json
new file mode 100644
index 00000000..c167f617
--- /dev/null
+++ b/abed_results/us_population/best_binseg/26cc641f98e05bef.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			215,
+			326,
+			488,
+			544,
+			652,
+			815
+		],
+		"runtime" : 0.004256964
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/275abeaa73736ad1.json b/abed_results/us_population/best_binseg/275abeaa73736ad1.json
new file mode 100644
index 00000000..ff02a638
--- /dev/null
+++ b/abed_results/us_population/best_binseg/275abeaa73736ad1.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.009959936
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2b2e1e5b82b1669e.json b/abed_results/us_population/best_binseg/2b2e1e5b82b1669e.json
new file mode 100644
index 00000000..7d1d17b7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2b2e1e5b82b1669e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2b7bd3e51a51e1ff.json b/abed_results/us_population/best_binseg/2b7bd3e51a51e1ff.json
new file mode 100644
index 00000000..ebc2a5f0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2b7bd3e51a51e1ff.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.5799797
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2c80b8ddf040d1d5.json b/abed_results/us_population/best_binseg/2c80b8ddf040d1d5.json
new file mode 100644
index 00000000..8d75156d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2c80b8ddf040d1d5.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			103,
+			218,
+			459,
+			622,
+			815
+		],
+		"runtime" : 0.002577782
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2d5c4c4cb7814530.json b/abed_results/us_population/best_binseg/2d5c4c4cb7814530.json
new file mode 100644
index 00000000..60495dc4
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2d5c4c4cb7814530.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2eb71874dd037ec3.json b/abed_results/us_population/best_binseg/2eb71874dd037ec3.json
new file mode 100644
index 00000000..43a8e9f9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2eb71874dd037ec3.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			215,
+			326,
+			488,
+			544,
+			652,
+			815
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+		"runtime" : 0.004492521
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2eea2031f0bfe042.json b/abed_results/us_population/best_binseg/2eea2031f0bfe042.json
new file mode 100644
index 00000000..dc2b5219
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2eea2031f0bfe042.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/2fb79f1f4179efdb.json b/abed_results/us_population/best_binseg/2fb79f1f4179efdb.json
new file mode 100644
index 00000000..a31a1201
--- /dev/null
+++ b/abed_results/us_population/best_binseg/2fb79f1f4179efdb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/306b5bfacb1dfeb9.json b/abed_results/us_population/best_binseg/306b5bfacb1dfeb9.json
new file mode 100644
index 00000000..5c1e73a0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/306b5bfacb1dfeb9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/307c3b8c7963c8c8.json b/abed_results/us_population/best_binseg/307c3b8c7963c8c8.json
new file mode 100644
index 00000000..45a55361
--- /dev/null
+++ b/abed_results/us_population/best_binseg/307c3b8c7963c8c8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3087fa839bc0491b.json b/abed_results/us_population/best_binseg/3087fa839bc0491b.json
new file mode 100644
index 00000000..5ce6161d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3087fa839bc0491b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/309f1a481df470f6.json b/abed_results/us_population/best_binseg/309f1a481df470f6.json
new file mode 100644
index 00000000..7de3118a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/309f1a481df470f6.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			214,
+			325,
+			489,
+			545,
+			653,
+			815
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+		"runtime" : 0.003858328
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/34dc9408496f3ed1.json b/abed_results/us_population/best_binseg/34dc9408496f3ed1.json
new file mode 100644
index 00000000..35d33fb2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/34dc9408496f3ed1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/352dd349054e9586.json b/abed_results/us_population/best_binseg/352dd349054e9586.json
new file mode 100644
index 00000000..3d5e6e73
--- /dev/null
+++ b/abed_results/us_population/best_binseg/352dd349054e9586.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/355ac0075065b709.json b/abed_results/us_population/best_binseg/355ac0075065b709.json
new file mode 100644
index 00000000..e5341987
--- /dev/null
+++ b/abed_results/us_population/best_binseg/355ac0075065b709.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/35ac1abe58b031de.json b/abed_results/us_population/best_binseg/35ac1abe58b031de.json
new file mode 100644
index 00000000..f2aca676
--- /dev/null
+++ b/abed_results/us_population/best_binseg/35ac1abe58b031de.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/35d0ec8ad55cec17.json b/abed_results/us_population/best_binseg/35d0ec8ad55cec17.json
new file mode 100644
index 00000000..7075f321
--- /dev/null
+++ b/abed_results/us_population/best_binseg/35d0ec8ad55cec17.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3634bfe33c4f4a0b.json b/abed_results/us_population/best_binseg/3634bfe33c4f4a0b.json
new file mode 100644
index 00000000..bef1683f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3634bfe33c4f4a0b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/368f5a3f027af65c.json b/abed_results/us_population/best_binseg/368f5a3f027af65c.json
new file mode 100644
index 00000000..edd78242
--- /dev/null
+++ b/abed_results/us_population/best_binseg/368f5a3f027af65c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/377ab166154cb573.json b/abed_results/us_population/best_binseg/377ab166154cb573.json
new file mode 100644
index 00000000..f36417f6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/377ab166154cb573.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/37863e82da32c627.json b/abed_results/us_population/best_binseg/37863e82da32c627.json
new file mode 100644
index 00000000..ed0b33ec
--- /dev/null
+++ b/abed_results/us_population/best_binseg/37863e82da32c627.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3926fcbbe24335d1.json b/abed_results/us_population/best_binseg/3926fcbbe24335d1.json
new file mode 100644
index 00000000..389bbc10
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3926fcbbe24335d1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3a635b5c83437ee5.json b/abed_results/us_population/best_binseg/3a635b5c83437ee5.json
new file mode 100644
index 00000000..50ad6441
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3a635b5c83437ee5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3b920d0b585601eb.json b/abed_results/us_population/best_binseg/3b920d0b585601eb.json
new file mode 100644
index 00000000..aa0c9746
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3b920d0b585601eb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3d429ba1f1027a0c.json b/abed_results/us_population/best_binseg/3d429ba1f1027a0c.json
new file mode 100644
index 00000000..022c2592
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3d429ba1f1027a0c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3da55a9494d89235.json b/abed_results/us_population/best_binseg/3da55a9494d89235.json
new file mode 100644
index 00000000..a1c2e213
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3da55a9494d89235.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/3e368a5753c6d695.json b/abed_results/us_population/best_binseg/3e368a5753c6d695.json
new file mode 100644
index 00000000..5847e8b2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/3e368a5753c6d695.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/40228904e5257ae1.json b/abed_results/us_population/best_binseg/40228904e5257ae1.json
new file mode 100644
index 00000000..96dfa44c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/40228904e5257ae1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4326f0c123ca7378.json b/abed_results/us_population/best_binseg/4326f0c123ca7378.json
new file mode 100644
index 00000000..3e48f259
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4326f0c123ca7378.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			218,
+			337,
+			459,
+			622,
+			815
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+} 
diff --git a/abed_results/us_population/best_binseg/433a56e9bbb8d1e0.json b/abed_results/us_population/best_binseg/433a56e9bbb8d1e0.json
new file mode 100644
index 00000000..330fbd4e
--- /dev/null
+++ b/abed_results/us_population/best_binseg/433a56e9bbb8d1e0.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
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+		"runtime" : 0.01238894
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diff --git a/abed_results/us_population/best_binseg/44396b979ed1a001.json b/abed_results/us_population/best_binseg/44396b979ed1a001.json
new file mode 100644
index 00000000..961cde4b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/44396b979ed1a001.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4657830ea3125f49.json b/abed_results/us_population/best_binseg/4657830ea3125f49.json
new file mode 100644
index 00000000..0d170987
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4657830ea3125f49.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/479249bdc079b257.json b/abed_results/us_population/best_binseg/479249bdc079b257.json
new file mode 100644
index 00000000..33499bc3
--- /dev/null
+++ b/abed_results/us_population/best_binseg/479249bdc079b257.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/48b0b433d44193f7.json b/abed_results/us_population/best_binseg/48b0b433d44193f7.json
new file mode 100644
index 00000000..42bce9af
--- /dev/null
+++ b/abed_results/us_population/best_binseg/48b0b433d44193f7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/48d30311d9acbe28.json b/abed_results/us_population/best_binseg/48d30311d9acbe28.json
new file mode 100644
index 00000000..dc77d373
--- /dev/null
+++ b/abed_results/us_population/best_binseg/48d30311d9acbe28.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4d072c8e6d1d4865.json b/abed_results/us_population/best_binseg/4d072c8e6d1d4865.json
new file mode 100644
index 00000000..17deda25
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4d072c8e6d1d4865.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4da5de78515f894d.json b/abed_results/us_population/best_binseg/4da5de78515f894d.json
new file mode 100644
index 00000000..8b955213
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4da5de78515f894d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4f5ac8f4723b1188.json b/abed_results/us_population/best_binseg/4f5ac8f4723b1188.json
new file mode 100644
index 00000000..011f2d2b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4f5ac8f4723b1188.json
@@ -0,0 +1,25 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
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+		"runtime" : 0.7061234
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/4ffc59a41d243f1d.json b/abed_results/us_population/best_binseg/4ffc59a41d243f1d.json
new file mode 100644
index 00000000..3ecdf211
--- /dev/null
+++ b/abed_results/us_population/best_binseg/4ffc59a41d243f1d.json
@@ -0,0 +1,29 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			103,
+			218,
+			459,
+			622,
+			815
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+} 
diff --git a/abed_results/us_population/best_binseg/509ea9c994939158.json b/abed_results/us_population/best_binseg/509ea9c994939158.json
new file mode 100644
index 00000000..a2e29e58
--- /dev/null
+++ b/abed_results/us_population/best_binseg/509ea9c994939158.json
@@ -0,0 +1,28 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			218,
+			459,
+			622,
+			815
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+		"runtime" : 0.003198147
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diff --git a/abed_results/us_population/best_binseg/50dbe0b169b31bac.json b/abed_results/us_population/best_binseg/50dbe0b169b31bac.json
new file mode 100644
index 00000000..a2d38ef4
--- /dev/null
+++ b/abed_results/us_population/best_binseg/50dbe0b169b31bac.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/us_population.json -p Asymptotic -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			218,
+			459,
+			622,
+			815
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+		"runtime" : 0.03429627
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+} 
diff --git a/abed_results/us_population/best_binseg/51082fd851731948.json b/abed_results/us_population/best_binseg/51082fd851731948.json
new file mode 100644
index 00000000..12a7af5f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/51082fd851731948.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5122dde5e67a1706.json b/abed_results/us_population/best_binseg/5122dde5e67a1706.json
new file mode 100644
index 00000000..6eb1beb2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5122dde5e67a1706.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/52d4461e797d3be9.json b/abed_results/us_population/best_binseg/52d4461e797d3be9.json
new file mode 100644
index 00000000..c35b47ac
--- /dev/null
+++ b/abed_results/us_population/best_binseg/52d4461e797d3be9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/52d7c7dc733d4aec.json b/abed_results/us_population/best_binseg/52d7c7dc733d4aec.json
new file mode 100644
index 00000000..961699d8
--- /dev/null
+++ b/abed_results/us_population/best_binseg/52d7c7dc733d4aec.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/536aefde10fddb9e.json b/abed_results/us_population/best_binseg/536aefde10fddb9e.json
new file mode 100644
index 00000000..783d0e5d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/536aefde10fddb9e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
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+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/us_population/best_binseg/5438433593c86f00.json b/abed_results/us_population/best_binseg/5438433593c86f00.json
new file mode 100644
index 00000000..ccb02a9b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5438433593c86f00.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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+} 
diff --git a/abed_results/us_population/best_binseg/5468b954b8ff4fe6.json b/abed_results/us_population/best_binseg/5468b954b8ff4fe6.json
new file mode 100644
index 00000000..86792442
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5468b954b8ff4fe6.json
@@ -0,0 +1,434 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
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+		"max_cp" : "max",
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diff --git a/abed_results/us_population/best_binseg/56f20d9da0bb70a3.json b/abed_results/us_population/best_binseg/56f20d9da0bb70a3.json
new file mode 100644
index 00000000..87457c8f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/56f20d9da0bb70a3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/574143c7dbbfdf19.json b/abed_results/us_population/best_binseg/574143c7dbbfdf19.json
new file mode 100644
index 00000000..206b1f45
--- /dev/null
+++ b/abed_results/us_population/best_binseg/574143c7dbbfdf19.json
@@ -0,0 +1,101 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/us_population/best_binseg/58fdfff96213d108.json b/abed_results/us_population/best_binseg/58fdfff96213d108.json
new file mode 100644
index 00000000..cf167320
--- /dev/null
+++ b/abed_results/us_population/best_binseg/58fdfff96213d108.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5901a9812c0a1c31.json b/abed_results/us_population/best_binseg/5901a9812c0a1c31.json
new file mode 100644
index 00000000..0e53d02d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5901a9812c0a1c31.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5a59544735d3cf30.json b/abed_results/us_population/best_binseg/5a59544735d3cf30.json
new file mode 100644
index 00000000..ca52a5a7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5a59544735d3cf30.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5ba37e96bd30c484.json b/abed_results/us_population/best_binseg/5ba37e96bd30c484.json
new file mode 100644
index 00000000..5c6a8291
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5ba37e96bd30c484.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5bf1c2e82e7443c6.json b/abed_results/us_population/best_binseg/5bf1c2e82e7443c6.json
new file mode 100644
index 00000000..2d62bdd8
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5bf1c2e82e7443c6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/5c50b592a6770e92.json b/abed_results/us_population/best_binseg/5c50b592a6770e92.json
new file mode 100644
index 00000000..75ed7e45
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5c50b592a6770e92.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5ecba534c8a93d63.json b/abed_results/us_population/best_binseg/5ecba534c8a93d63.json
new file mode 100644
index 00000000..2845d8cb
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5ecba534c8a93d63.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5f0e4d909a75eb85.json b/abed_results/us_population/best_binseg/5f0e4d909a75eb85.json
new file mode 100644
index 00000000..0d272f65
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5f0e4d909a75eb85.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/5f9b7f9771de25b2.json b/abed_results/us_population/best_binseg/5f9b7f9771de25b2.json
new file mode 100644
index 00000000..a34a545c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/5f9b7f9771de25b2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/62ccd88c3becd1a2.json b/abed_results/us_population/best_binseg/62ccd88c3becd1a2.json
new file mode 100644
index 00000000..74049c3a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/62ccd88c3becd1a2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/675bb1989841ce36.json b/abed_results/us_population/best_binseg/675bb1989841ce36.json
new file mode 100644
index 00000000..a2ee5c2b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/675bb1989841ce36.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/67d203cc2fa97714.json b/abed_results/us_population/best_binseg/67d203cc2fa97714.json
new file mode 100644
index 00000000..2e8b5d9c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/67d203cc2fa97714.json
@@ -0,0 +1,434 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
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+	"parameters" : {
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+		"func" : "mean",
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+} 
diff --git a/abed_results/us_population/best_binseg/687046cb60ab64b0.json b/abed_results/us_population/best_binseg/687046cb60ab64b0.json
new file mode 100644
index 00000000..239ee89d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/687046cb60ab64b0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/6965b3109e161e7d.json b/abed_results/us_population/best_binseg/6965b3109e161e7d.json
new file mode 100644
index 00000000..d1a9afc2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/6965b3109e161e7d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/696d05d036971e85.json b/abed_results/us_population/best_binseg/696d05d036971e85.json
new file mode 100644
index 00000000..86269704
--- /dev/null
+++ b/abed_results/us_population/best_binseg/696d05d036971e85.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/69a9d6ba8bfbc8f1.json b/abed_results/us_population/best_binseg/69a9d6ba8bfbc8f1.json
new file mode 100644
index 00000000..26a18e06
--- /dev/null
+++ b/abed_results/us_population/best_binseg/69a9d6ba8bfbc8f1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/6c225979361f62dd.json b/abed_results/us_population/best_binseg/6c225979361f62dd.json
new file mode 100644
index 00000000..ef72dfee
--- /dev/null
+++ b/abed_results/us_population/best_binseg/6c225979361f62dd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/6c3234d271500ca4.json b/abed_results/us_population/best_binseg/6c3234d271500ca4.json
new file mode 100644
index 00000000..c1093112
--- /dev/null
+++ b/abed_results/us_population/best_binseg/6c3234d271500ca4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/6c778705624ad74a.json b/abed_results/us_population/best_binseg/6c778705624ad74a.json
new file mode 100644
index 00000000..c796dacf
--- /dev/null
+++ b/abed_results/us_population/best_binseg/6c778705624ad74a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/6eb0935d47fd9680.json b/abed_results/us_population/best_binseg/6eb0935d47fd9680.json
new file mode 100644
index 00000000..65237796
--- /dev/null
+++ b/abed_results/us_population/best_binseg/6eb0935d47fd9680.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
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+			235,
+			342,
+			482,
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diff --git a/abed_results/us_population/best_binseg/70002b379a6579d6.json b/abed_results/us_population/best_binseg/70002b379a6579d6.json
new file mode 100644
index 00000000..92e4009d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/70002b379a6579d6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/705fe54279d4ced9.json b/abed_results/us_population/best_binseg/705fe54279d4ced9.json
new file mode 100644
index 00000000..1e7197e0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/705fe54279d4ced9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
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+} 
diff --git a/abed_results/us_population/best_binseg/70626e2d12bd2bcf.json b/abed_results/us_population/best_binseg/70626e2d12bd2bcf.json
new file mode 100644
index 00000000..1e747dde
--- /dev/null
+++ b/abed_results/us_population/best_binseg/70626e2d12bd2bcf.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
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+			459,
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+} 
diff --git a/abed_results/us_population/best_binseg/71a77e14f400eed0.json b/abed_results/us_population/best_binseg/71a77e14f400eed0.json
new file mode 100644
index 00000000..f2136417
--- /dev/null
+++ b/abed_results/us_population/best_binseg/71a77e14f400eed0.json
@@ -0,0 +1,30 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/us_population/best_binseg/744c2395eead6f0e.json b/abed_results/us_population/best_binseg/744c2395eead6f0e.json
new file mode 100644
index 00000000..bb04b881
--- /dev/null
+++ b/abed_results/us_population/best_binseg/744c2395eead6f0e.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
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diff --git a/abed_results/us_population/best_binseg/7495486876ad2186.json b/abed_results/us_population/best_binseg/7495486876ad2186.json
new file mode 100644
index 00000000..041c929f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7495486876ad2186.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/75cb0b5a023588bb.json b/abed_results/us_population/best_binseg/75cb0b5a023588bb.json
new file mode 100644
index 00000000..0ed2a31c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/75cb0b5a023588bb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/76f6b1f242e773ca.json b/abed_results/us_population/best_binseg/76f6b1f242e773ca.json
new file mode 100644
index 00000000..01d6686a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/76f6b1f242e773ca.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/799f9ba9f4ee3551.json b/abed_results/us_population/best_binseg/799f9ba9f4ee3551.json
new file mode 100644
index 00000000..adb1c754
--- /dev/null
+++ b/abed_results/us_population/best_binseg/799f9ba9f4ee3551.json
@@ -0,0 +1,34 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			114,
+			215,
+			326,
+			379,
+			405,
+			463,
+			488,
+			544,
+			652,
+			815
+		],
+		"runtime" : 0.03375769
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7a3b362d379e46df.json b/abed_results/us_population/best_binseg/7a3b362d379e46df.json
new file mode 100644
index 00000000..35415dc6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7a3b362d379e46df.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7b3f492d81105d1d.json b/abed_results/us_population/best_binseg/7b3f492d81105d1d.json
new file mode 100644
index 00000000..027bee13
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7b3f492d81105d1d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7d1dec56a93ae985.json b/abed_results/us_population/best_binseg/7d1dec56a93ae985.json
new file mode 100644
index 00000000..d950db2c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7d1dec56a93ae985.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			116,
+			235,
+			342,
+			482,
+			655,
+			815
+		],
+		"runtime" : 0.003327608
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7e54db965819cf88.json b/abed_results/us_population/best_binseg/7e54db965819cf88.json
new file mode 100644
index 00000000..88547e89
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7e54db965819cf88.json
@@ -0,0 +1,35 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			114,
+			215,
+			326,
+			379,
+			405,
+			449,
+			463,
+			488,
+			544,
+			652,
+			815
+		],
+		"runtime" : 0.05429721
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7ef3218392d45c10.json b/abed_results/us_population/best_binseg/7ef3218392d45c10.json
new file mode 100644
index 00000000..3ccd22bc
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7ef3218392d45c10.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7efda32278f33951.json b/abed_results/us_population/best_binseg/7efda32278f33951.json
new file mode 100644
index 00000000..4db1e207
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7efda32278f33951.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7fdae12348a2699c.json b/abed_results/us_population/best_binseg/7fdae12348a2699c.json
new file mode 100644
index 00000000..a504ea76
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7fdae12348a2699c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/7fdfc838dfed294f.json b/abed_results/us_population/best_binseg/7fdfc838dfed294f.json
new file mode 100644
index 00000000..b08c9be1
--- /dev/null
+++ b/abed_results/us_population/best_binseg/7fdfc838dfed294f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/80d77904949c4788.json b/abed_results/us_population/best_binseg/80d77904949c4788.json
new file mode 100644
index 00000000..dc48b6de
--- /dev/null
+++ b/abed_results/us_population/best_binseg/80d77904949c4788.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/84203f5dd829f094.json b/abed_results/us_population/best_binseg/84203f5dd829f094.json
new file mode 100644
index 00000000..99a1e6dc
--- /dev/null
+++ b/abed_results/us_population/best_binseg/84203f5dd829f094.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8480155321296fc8.json b/abed_results/us_population/best_binseg/8480155321296fc8.json
new file mode 100644
index 00000000..407d481f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8480155321296fc8.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			116,
+			235,
+			342,
+			482,
+			655,
+			815
+		],
+		"runtime" : 0.004347324
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/84a0d8bcafa7ea41.json b/abed_results/us_population/best_binseg/84a0d8bcafa7ea41.json
new file mode 100644
index 00000000..54453c0a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/84a0d8bcafa7ea41.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/84a228507b48fdf9.json b/abed_results/us_population/best_binseg/84a228507b48fdf9.json
new file mode 100644
index 00000000..279c6b4b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/84a228507b48fdf9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/84ffc3a2ed24ef6d.json b/abed_results/us_population/best_binseg/84ffc3a2ed24ef6d.json
new file mode 100644
index 00000000..20dc6760
--- /dev/null
+++ b/abed_results/us_population/best_binseg/84ffc3a2ed24ef6d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8568659477e8f0f7.json b/abed_results/us_population/best_binseg/8568659477e8f0f7.json
new file mode 100644
index 00000000..d7c1561e
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8568659477e8f0f7.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.009375811
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/85776a0c53e03fdb.json b/abed_results/us_population/best_binseg/85776a0c53e03fdb.json
new file mode 100644
index 00000000..798f7a3f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/85776a0c53e03fdb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/85a698855cb33198.json b/abed_results/us_population/best_binseg/85a698855cb33198.json
new file mode 100644
index 00000000..d5580eda
--- /dev/null
+++ b/abed_results/us_population/best_binseg/85a698855cb33198.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8676be9150c3e066.json b/abed_results/us_population/best_binseg/8676be9150c3e066.json
new file mode 100644
index 00000000..d2b93c2b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8676be9150c3e066.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/87120dba41a27149.json b/abed_results/us_population/best_binseg/87120dba41a27149.json
new file mode 100644
index 00000000..6442abb9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/87120dba41a27149.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/874a08ed7e2c7817.json b/abed_results/us_population/best_binseg/874a08ed7e2c7817.json
new file mode 100644
index 00000000..82390bd6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/874a08ed7e2c7817.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/87e73a1092061eb0.json b/abed_results/us_population/best_binseg/87e73a1092061eb0.json
new file mode 100644
index 00000000..f86e36c4
--- /dev/null
+++ b/abed_results/us_population/best_binseg/87e73a1092061eb0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8884c0d83d358817.json b/abed_results/us_population/best_binseg/8884c0d83d358817.json
new file mode 100644
index 00000000..f68774d1
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8884c0d83d358817.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			198,
+			633,
+			815
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+} 
diff --git a/abed_results/us_population/best_binseg/88a379453d5caf0f.json b/abed_results/us_population/best_binseg/88a379453d5caf0f.json
new file mode 100644
index 00000000..7a9d828b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/88a379453d5caf0f.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8b36d7faea442572.json b/abed_results/us_population/best_binseg/8b36d7faea442572.json
new file mode 100644
index 00000000..510027d2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8b36d7faea442572.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8c80fda8aef378a8.json b/abed_results/us_population/best_binseg/8c80fda8aef378a8.json
new file mode 100644
index 00000000..32d7bc4c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8c80fda8aef378a8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
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+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8ecfad8ec23101fe.json b/abed_results/us_population/best_binseg/8ecfad8ec23101fe.json
new file mode 100644
index 00000000..6ba2ae58
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8ecfad8ec23101fe.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/8fa21bcb0584f8dc.json b/abed_results/us_population/best_binseg/8fa21bcb0584f8dc.json
new file mode 100644
index 00000000..8abecdea
--- /dev/null
+++ b/abed_results/us_population/best_binseg/8fa21bcb0584f8dc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/90636c3408af28fb.json b/abed_results/us_population/best_binseg/90636c3408af28fb.json
new file mode 100644
index 00000000..eb42f59d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/90636c3408af28fb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/91887a6c9a724fd9.json b/abed_results/us_population/best_binseg/91887a6c9a724fd9.json
new file mode 100644
index 00000000..c0af0976
--- /dev/null
+++ b/abed_results/us_population/best_binseg/91887a6c9a724fd9.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
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+		"runtime" : 0.7178905
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/929213a909b14d36.json b/abed_results/us_population/best_binseg/929213a909b14d36.json
new file mode 100644
index 00000000..35b4648d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/929213a909b14d36.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/92c527d824808982.json b/abed_results/us_population/best_binseg/92c527d824808982.json
new file mode 100644
index 00000000..937cf148
--- /dev/null
+++ b/abed_results/us_population/best_binseg/92c527d824808982.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/93069b1e5585ab8d.json b/abed_results/us_population/best_binseg/93069b1e5585ab8d.json
new file mode 100644
index 00000000..47447918
--- /dev/null
+++ b/abed_results/us_population/best_binseg/93069b1e5585ab8d.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
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+			488,
+			544,
+			652,
+			815
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+} 
diff --git a/abed_results/us_population/best_binseg/94646f7e3214662d.json b/abed_results/us_population/best_binseg/94646f7e3214662d.json
new file mode 100644
index 00000000..64931ba7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/94646f7e3214662d.json
@@ -0,0 +1,32 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
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+			218,
+			337,
+			459,
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diff --git a/abed_results/us_population/best_binseg/9474133b29123143.json b/abed_results/us_population/best_binseg/9474133b29123143.json
new file mode 100644
index 00000000..1d3122b5
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9474133b29123143.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/96e8528807a748f4.json b/abed_results/us_population/best_binseg/96e8528807a748f4.json
new file mode 100644
index 00000000..0f4deefb
--- /dev/null
+++ b/abed_results/us_population/best_binseg/96e8528807a748f4.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/9a40b1f224e5116e.json b/abed_results/us_population/best_binseg/9a40b1f224e5116e.json
new file mode 100644
index 00000000..d51ecfcd
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9a40b1f224e5116e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/9a6bad5d35e196f3.json b/abed_results/us_population/best_binseg/9a6bad5d35e196f3.json
new file mode 100644
index 00000000..1fd8f18f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9a6bad5d35e196f3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/9b9e50d2fb853973.json b/abed_results/us_population/best_binseg/9b9e50d2fb853973.json
new file mode 100644
index 00000000..dbe7a512
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9b9e50d2fb853973.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.4730895
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/9c43643776d35b6d.json b/abed_results/us_population/best_binseg/9c43643776d35b6d.json
new file mode 100644
index 00000000..587c7c83
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9c43643776d35b6d.json
@@ -0,0 +1,101 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Normal"
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diff --git a/abed_results/us_population/best_binseg/9c932729ec9a9a8c.json b/abed_results/us_population/best_binseg/9c932729ec9a9a8c.json
new file mode 100644
index 00000000..6c7aef64
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9c932729ec9a9a8c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/9dd615464507d3ec.json b/abed_results/us_population/best_binseg/9dd615464507d3ec.json
new file mode 100644
index 00000000..b1aa70df
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9dd615464507d3ec.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/us_population.json -p MBIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			218,
+			459,
+			621,
+			815
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+		"runtime" : 0.003397942
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+} 
diff --git a/abed_results/us_population/best_binseg/9e869be3bd1c2c75.json b/abed_results/us_population/best_binseg/9e869be3bd1c2c75.json
new file mode 100644
index 00000000..e673856e
--- /dev/null
+++ b/abed_results/us_population/best_binseg/9e869be3bd1c2c75.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a01b7feb3edc9a14.json b/abed_results/us_population/best_binseg/a01b7feb3edc9a14.json
new file mode 100644
index 00000000..3b240c36
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a01b7feb3edc9a14.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a1629460fbdc12ee.json b/abed_results/us_population/best_binseg/a1629460fbdc12ee.json
new file mode 100644
index 00000000..b6030109
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a1629460fbdc12ee.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a2410cdef5b1c2f6.json b/abed_results/us_population/best_binseg/a2410cdef5b1c2f6.json
new file mode 100644
index 00000000..45b98f7e
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a2410cdef5b1c2f6.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			218,
+			337,
+			459,
+			622,
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+} 
diff --git a/abed_results/us_population/best_binseg/a2d595dc2db4881a.json b/abed_results/us_population/best_binseg/a2d595dc2db4881a.json
new file mode 100644
index 00000000..7766ab0b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a2d595dc2db4881a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a40d36f10c5781a7.json b/abed_results/us_population/best_binseg/a40d36f10c5781a7.json
new file mode 100644
index 00000000..7e354d54
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a40d36f10c5781a7.json
@@ -0,0 +1,25 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
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diff --git a/abed_results/us_population/best_binseg/a4167a775237ca0d.json b/abed_results/us_population/best_binseg/a4167a775237ca0d.json
new file mode 100644
index 00000000..eb1aa75a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a4167a775237ca0d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/a430cc5dd3b4fcc5.json b/abed_results/us_population/best_binseg/a430cc5dd3b4fcc5.json
new file mode 100644
index 00000000..ec3d6bbf
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a430cc5dd3b4fcc5.json
@@ -0,0 +1,178 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
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+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
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+	"status" : "SUCCESS",
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+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/us_population/best_binseg/a4be917dd702773a.json b/abed_results/us_population/best_binseg/a4be917dd702773a.json
new file mode 100644
index 00000000..a36ab1e0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a4be917dd702773a.json
@@ -0,0 +1,35 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
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diff --git a/abed_results/us_population/best_binseg/a5fcaab9b86a02f7.json b/abed_results/us_population/best_binseg/a5fcaab9b86a02f7.json
new file mode 100644
index 00000000..da089d9f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a5fcaab9b86a02f7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/a75b8e8ca8cf2a5e.json b/abed_results/us_population/best_binseg/a75b8e8ca8cf2a5e.json
new file mode 100644
index 00000000..0b75166c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a75b8e8ca8cf2a5e.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a77e2956f3988e0a.json b/abed_results/us_population/best_binseg/a77e2956f3988e0a.json
new file mode 100644
index 00000000..faa708bb
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a77e2956f3988e0a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a804efe3bd2808c7.json b/abed_results/us_population/best_binseg/a804efe3bd2808c7.json
new file mode 100644
index 00000000..c73af1ff
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a804efe3bd2808c7.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/a9ed0f7789476e93.json b/abed_results/us_population/best_binseg/a9ed0f7789476e93.json
new file mode 100644
index 00000000..6f1f8b75
--- /dev/null
+++ b/abed_results/us_population/best_binseg/a9ed0f7789476e93.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/ab510b71a9349071.json b/abed_results/us_population/best_binseg/ab510b71a9349071.json
new file mode 100644
index 00000000..f05edd1f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ab510b71a9349071.json
@@ -0,0 +1,86 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/us_population/best_binseg/aec9a6abaf5ef3b8.json b/abed_results/us_population/best_binseg/aec9a6abaf5ef3b8.json
new file mode 100644
index 00000000..71519f53
--- /dev/null
+++ b/abed_results/us_population/best_binseg/aec9a6abaf5ef3b8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
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+} 
diff --git a/abed_results/us_population/best_binseg/b155344d49bb7603.json b/abed_results/us_population/best_binseg/b155344d49bb7603.json
new file mode 100644
index 00000000..cd120c5a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b155344d49bb7603.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b1a1f761baae8a6c.json b/abed_results/us_population/best_binseg/b1a1f761baae8a6c.json
new file mode 100644
index 00000000..f215434f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b1a1f761baae8a6c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b3b6192a302aefa8.json b/abed_results/us_population/best_binseg/b3b6192a302aefa8.json
new file mode 100644
index 00000000..429213b0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b3b6192a302aefa8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b428331fb6000de9.json b/abed_results/us_population/best_binseg/b428331fb6000de9.json
new file mode 100644
index 00000000..e696cd07
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b428331fb6000de9.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b4b49f3dfd7eacb8.json b/abed_results/us_population/best_binseg/b4b49f3dfd7eacb8.json
new file mode 100644
index 00000000..2593a0ec
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b4b49f3dfd7eacb8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b4f825ef0354ff39.json b/abed_results/us_population/best_binseg/b4f825ef0354ff39.json
new file mode 100644
index 00000000..092f9acf
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b4f825ef0354ff39.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b517e26b4addf9bd.json b/abed_results/us_population/best_binseg/b517e26b4addf9bd.json
new file mode 100644
index 00000000..999b036a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b517e26b4addf9bd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b73842c0b3125f55.json b/abed_results/us_population/best_binseg/b73842c0b3125f55.json
new file mode 100644
index 00000000..f103c5d7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b73842c0b3125f55.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b7e760108c9f28d0.json b/abed_results/us_population/best_binseg/b7e760108c9f28d0.json
new file mode 100644
index 00000000..9fc11101
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b7e760108c9f28d0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b8bd4b84f8e38346.json b/abed_results/us_population/best_binseg/b8bd4b84f8e38346.json
new file mode 100644
index 00000000..4327ee6c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b8bd4b84f8e38346.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/b9ecdf74bc0988ca.json b/abed_results/us_population/best_binseg/b9ecdf74bc0988ca.json
new file mode 100644
index 00000000..03d64b89
--- /dev/null
+++ b/abed_results/us_population/best_binseg/b9ecdf74bc0988ca.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/bbdd62f1b0a56b35.json b/abed_results/us_population/best_binseg/bbdd62f1b0a56b35.json
new file mode 100644
index 00000000..c38b25b9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/bbdd62f1b0a56b35.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/bbe19655f54377d5.json b/abed_results/us_population/best_binseg/bbe19655f54377d5.json
new file mode 100644
index 00000000..61c93d85
--- /dev/null
+++ b/abed_results/us_population/best_binseg/bbe19655f54377d5.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/bcf2b1b85f2fa97b.json b/abed_results/us_population/best_binseg/bcf2b1b85f2fa97b.json
new file mode 100644
index 00000000..749bf945
--- /dev/null
+++ b/abed_results/us_population/best_binseg/bcf2b1b85f2fa97b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/bd59c0bde6786118.json b/abed_results/us_population/best_binseg/bd59c0bde6786118.json
new file mode 100644
index 00000000..6e48778b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/bd59c0bde6786118.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
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+} 
diff --git a/abed_results/us_population/best_binseg/be71c8ce6bfd168c.json b/abed_results/us_population/best_binseg/be71c8ce6bfd168c.json
new file mode 100644
index 00000000..7a99990b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/be71c8ce6bfd168c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
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+} 
diff --git a/abed_results/us_population/best_binseg/be86ac45994bcdd2.json b/abed_results/us_population/best_binseg/be86ac45994bcdd2.json
new file mode 100644
index 00000000..ccbd5264
--- /dev/null
+++ b/abed_results/us_population/best_binseg/be86ac45994bcdd2.json
@@ -0,0 +1,30 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CUSUM"
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+} 
diff --git a/abed_results/us_population/best_binseg/becbf62d83fa49d1.json b/abed_results/us_population/best_binseg/becbf62d83fa49d1.json
new file mode 100644
index 00000000..3cfaa1a9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/becbf62d83fa49d1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/bfc49032556dd850.json b/abed_results/us_population/best_binseg/bfc49032556dd850.json
new file mode 100644
index 00000000..c5100720
--- /dev/null
+++ b/abed_results/us_population/best_binseg/bfc49032556dd850.json
@@ -0,0 +1,115 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/us_population/best_binseg/c084760fd450828a.json b/abed_results/us_population/best_binseg/c084760fd450828a.json
new file mode 100644
index 00000000..e0e0cfaa
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c084760fd450828a.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/c0afd33738b4032c.json b/abed_results/us_population/best_binseg/c0afd33738b4032c.json
new file mode 100644
index 00000000..2e2019ad
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c0afd33738b4032c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c3e9d86ce93d92c6.json b/abed_results/us_population/best_binseg/c3e9d86ce93d92c6.json
new file mode 100644
index 00000000..5349aeea
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c3e9d86ce93d92c6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c5c171f48294b742.json b/abed_results/us_population/best_binseg/c5c171f48294b742.json
new file mode 100644
index 00000000..80d47100
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c5c171f48294b742.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c67c7f02d2555100.json b/abed_results/us_population/best_binseg/c67c7f02d2555100.json
new file mode 100644
index 00000000..181ee6dd
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c67c7f02d2555100.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c6d47da43e84a629.json b/abed_results/us_population/best_binseg/c6d47da43e84a629.json
new file mode 100644
index 00000000..ef5ca1c0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c6d47da43e84a629.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
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diff --git a/abed_results/us_population/best_binseg/c76407e7d382a1fd.json b/abed_results/us_population/best_binseg/c76407e7d382a1fd.json
new file mode 100644
index 00000000..8860e9df
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c76407e7d382a1fd.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
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+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c77cfed16fa98da8.json b/abed_results/us_population/best_binseg/c77cfed16fa98da8.json
new file mode 100644
index 00000000..29d3acbf
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c77cfed16fa98da8.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c8eab1983e6e212d.json b/abed_results/us_population/best_binseg/c8eab1983e6e212d.json
new file mode 100644
index 00000000..bedf473c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c8eab1983e6e212d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c906d0562eecbff0.json b/abed_results/us_population/best_binseg/c906d0562eecbff0.json
new file mode 100644
index 00000000..5b63b440
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c906d0562eecbff0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/c91012057e6c1549.json b/abed_results/us_population/best_binseg/c91012057e6c1549.json
new file mode 100644
index 00000000..4a3a57b3
--- /dev/null
+++ b/abed_results/us_population/best_binseg/c91012057e6c1549.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/cc079d6b9d008a37.json b/abed_results/us_population/best_binseg/cc079d6b9d008a37.json
new file mode 100644
index 00000000..d656dcb0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/cc079d6b9d008a37.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/cd604a9a3ae8eed1.json b/abed_results/us_population/best_binseg/cd604a9a3ae8eed1.json
new file mode 100644
index 00000000..fa537dea
--- /dev/null
+++ b/abed_results/us_population/best_binseg/cd604a9a3ae8eed1.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			215,
+			326,
+			488,
+			544,
+			652,
+			815
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+		"runtime" : 0.003967047
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/cdb25160ccb6c4a1.json b/abed_results/us_population/best_binseg/cdb25160ccb6c4a1.json
new file mode 100644
index 00000000..c168369b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/cdb25160ccb6c4a1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/ce67c020da3efb54.json b/abed_results/us_population/best_binseg/ce67c020da3efb54.json
new file mode 100644
index 00000000..3c096366
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ce67c020da3efb54.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/cf1fde80e9167c49.json b/abed_results/us_population/best_binseg/cf1fde80e9167c49.json
new file mode 100644
index 00000000..1ae98d2b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/cf1fde80e9167c49.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.01227736
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d032f4438897b254.json b/abed_results/us_population/best_binseg/d032f4438897b254.json
new file mode 100644
index 00000000..f5d4b1d9
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d032f4438897b254.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			215,
+			326,
+			488,
+			544,
+			652,
+			815
+		],
+		"runtime" : 0.003402948
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d0dc4cc1078b6e20.json b/abed_results/us_population/best_binseg/d0dc4cc1078b6e20.json
new file mode 100644
index 00000000..11771078
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d0dc4cc1078b6e20.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d12f8530bcd338bc.json b/abed_results/us_population/best_binseg/d12f8530bcd338bc.json
new file mode 100644
index 00000000..8315e38f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d12f8530bcd338bc.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d25e439f3c1a0f7b.json b/abed_results/us_population/best_binseg/d25e439f3c1a0f7b.json
new file mode 100644
index 00000000..816ce3c5
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d25e439f3c1a0f7b.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Exponential test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d6211b15d34b9a69.json b/abed_results/us_population/best_binseg/d6211b15d34b9a69.json
new file mode 100644
index 00000000..2cf41efa
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d6211b15d34b9a69.json
@@ -0,0 +1,434 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
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diff --git a/abed_results/us_population/best_binseg/d6381475be605790.json b/abed_results/us_population/best_binseg/d6381475be605790.json
new file mode 100644
index 00000000..35456e09
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d6381475be605790.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
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+			312,
+			488,
+			538,
+			633,
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+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d67b3816888774ca.json b/abed_results/us_population/best_binseg/d67b3816888774ca.json
new file mode 100644
index 00000000..062e88bb
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d67b3816888774ca.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Asymptotic penalties have not been implemented yet for CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t CUSUM -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d69a49fdb1578b6b.json b/abed_results/us_population/best_binseg/d69a49fdb1578b6b.json
new file mode 100644
index 00000000..21756e27
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d69a49fdb1578b6b.json
@@ -0,0 +1,41 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+		"runtime" : 0.05021977
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d7dca8326f424704.json b/abed_results/us_population/best_binseg/d7dca8326f424704.json
new file mode 100644
index 00000000..bcf27005
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d7dca8326f424704.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d917f0a4af1cd5ac.json b/abed_results/us_population/best_binseg/d917f0a4af1cd5ac.json
new file mode 100644
index 00000000..66a7fa86
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d917f0a4af1cd5ac.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/d9e9a98f45c39f20.json b/abed_results/us_population/best_binseg/d9e9a98f45c39f20.json
new file mode 100644
index 00000000..4bbb3db8
--- /dev/null
+++ b/abed_results/us_population/best_binseg/d9e9a98f45c39f20.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
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+			218,
+			459,
+			622,
+			815
+		],
+		"runtime" : 0.002887487
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+} 
diff --git a/abed_results/us_population/best_binseg/df365d4a651f4c51.json b/abed_results/us_population/best_binseg/df365d4a651f4c51.json
new file mode 100644
index 00000000..7925966d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/df365d4a651f4c51.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/e0b7a4f173e187ea.json b/abed_results/us_population/best_binseg/e0b7a4f173e187ea.json
new file mode 100644
index 00000000..422d7dbf
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e0b7a4f173e187ea.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/e0b9b7854c013624.json b/abed_results/us_population/best_binseg/e0b9b7854c013624.json
new file mode 100644
index 00000000..0a0d6981
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e0b9b7854c013624.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
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+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CUSUM"
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+} 
diff --git a/abed_results/us_population/best_binseg/e0bd36c7ebe10652.json b/abed_results/us_population/best_binseg/e0bd36c7ebe10652.json
new file mode 100644
index 00000000..a01ec1d0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e0bd36c7ebe10652.json
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+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f mean -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
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+} 
diff --git a/abed_results/us_population/best_binseg/e3d901b5c0d49c8e.json b/abed_results/us_population/best_binseg/e3d901b5c0d49c8e.json
new file mode 100644
index 00000000..165ec1c0
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e3d901b5c0d49c8e.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
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+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
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diff --git a/abed_results/us_population/best_binseg/e417f53ca3690375.json b/abed_results/us_population/best_binseg/e417f53ca3690375.json
new file mode 100644
index 00000000..26c7557c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e417f53ca3690375.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "Gamma"
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diff --git a/abed_results/us_population/best_binseg/e5a402fbc0355f53.json b/abed_results/us_population/best_binseg/e5a402fbc0355f53.json
new file mode 100644
index 00000000..f705ed13
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e5a402fbc0355f53.json
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+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
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+		"runtime" : null
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+} 
diff --git a/abed_results/us_population/best_binseg/e66706b8788ce794.json b/abed_results/us_population/best_binseg/e66706b8788ce794.json
new file mode 100644
index 00000000..36a600a6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e66706b8788ce794.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
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+		"func" : "var",
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diff --git a/abed_results/us_population/best_binseg/e766f471dbea6da7.json b/abed_results/us_population/best_binseg/e766f471dbea6da7.json
new file mode 100644
index 00000000..b9868b83
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e766f471dbea6da7.json
@@ -0,0 +1,23 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Exponential"
+	},
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diff --git a/abed_results/us_population/best_binseg/e83f698e6c5d8fbb.json b/abed_results/us_population/best_binseg/e83f698e6c5d8fbb.json
new file mode 100644
index 00000000..201f68f6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e83f698e6c5d8fbb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
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+} 
diff --git a/abed_results/us_population/best_binseg/e8ceaa8af8b21dac.json b/abed_results/us_population/best_binseg/e8ceaa8af8b21dac.json
new file mode 100644
index 00000000..f2b38f10
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e8ceaa8af8b21dac.json
@@ -0,0 +1,23 @@
+{
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+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f meanvar -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/e9d6345038c4b065.json b/abed_results/us_population/best_binseg/e9d6345038c4b065.json
new file mode 100644
index 00000000..47aeb13a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/e9d6345038c4b065.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/ea0811381e1548c0.json b/abed_results/us_population/best_binseg/ea0811381e1548c0.json
new file mode 100644
index 00000000..155150bc
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ea0811381e1548c0.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.009969473
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/eb83a3b544017176.json b/abed_results/us_population/best_binseg/eb83a3b544017176.json
new file mode 100644
index 00000000..49a78f67
--- /dev/null
+++ b/abed_results/us_population/best_binseg/eb83a3b544017176.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/ec41fe67907e4694.json b/abed_results/us_population/best_binseg/ec41fe67907e4694.json
new file mode 100644
index 00000000..e72894ae
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ec41fe67907e4694.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.01288366
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/ee837ead944459e3.json b/abed_results/us_population/best_binseg/ee837ead944459e3.json
new file mode 100644
index 00000000..f13e8326
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ee837ead944459e3.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/ee8bd1cd8c06140d.json b/abed_results/us_population/best_binseg/ee8bd1cd8c06140d.json
new file mode 100644
index 00000000..9106c0ca
--- /dev/null
+++ b/abed_results/us_population/best_binseg/ee8bd1cd8c06140d.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t Normal -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			116,
+			235,
+			342,
+			482,
+			655,
+			815
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+		"runtime" : 0.003335714
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f0f34b93203da847.json b/abed_results/us_population/best_binseg/f0f34b93203da847.json
new file mode 100644
index 00000000..66bdb327
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f0f34b93203da847.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Gamma -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f18e105822488041.json b/abed_results/us_population/best_binseg/f18e105822488041.json
new file mode 100644
index 00000000..6f1d2093
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f18e105822488041.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f34bc91b84c1fff2.json b/abed_results/us_population/best_binseg/f34bc91b84c1fff2.json
new file mode 100644
index 00000000..3adb4223
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f34bc91b84c1fff2.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f meanvar -t Poisson -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f379a8439af2bcec.json b/abed_results/us_population/best_binseg/f379a8439af2bcec.json
new file mode 100644
index 00000000..b78e0cc2
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f379a8439af2bcec.json
@@ -0,0 +1,27 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			198,
+			633,
+			815
+		],
+		"runtime" : 0.01008677
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f4404dbcc3b64b23.json b/abed_results/us_population/best_binseg/f4404dbcc3b64b23.json
new file mode 100644
index 00000000..2c040d89
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f4404dbcc3b64b23.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Poisson test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p BIC -f meanvar -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "BIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f448e6ff6c7d55eb.json b/abed_results/us_population/best_binseg/f448e6ff6c7d55eb.json
new file mode 100644
index 00000000..8a1be901
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f448e6ff6c7d55eb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f var -t Poisson -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Poisson"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f4c8812c82a05927.json b/abed_results/us_population/best_binseg/f4c8812c82a05927.json
new file mode 100644
index 00000000..b36256f4
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f4c8812c82a05927.json
@@ -0,0 +1,36 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			114,
+			215,
+			326,
+			379,
+			405,
+			417,
+			449,
+			463,
+			488,
+			544,
+			652,
+			815
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+		"runtime" : 0.03392959
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f505f37107a374fe.json b/abed_results/us_population/best_binseg/f505f37107a374fe.json
new file mode 100644
index 00000000..6f34714b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f505f37107a374fe.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f65302bf87258ec6.json b/abed_results/us_population/best_binseg/f65302bf87258ec6.json
new file mode 100644
index 00000000..04cd36c7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f65302bf87258ec6.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t Exponential -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f65ac2b905327d30.json b/abed_results/us_population/best_binseg/f65ac2b905327d30.json
new file mode 100644
index 00000000..b8e0110f
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f65ac2b905327d30.json
@@ -0,0 +1,33 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			214,
+			325,
+			378,
+			404,
+			464,
+			489,
+			545,
+			653,
+			815
+		],
+		"runtime" : 0.06405878
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f7ddd3b84eb90488.json b/abed_results/us_population/best_binseg/f7ddd3b84eb90488.json
new file mode 100644
index 00000000..45e8e098
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f7ddd3b84eb90488.json
@@ -0,0 +1,30 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f var -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0.05,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			198,
+			312,
+			488,
+			538,
+			633,
+			815
+		],
+		"runtime" : 0.01368546
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f84e5e9ee95a3cde.json b/abed_results/us_population/best_binseg/f84e5e9ee95a3cde.json
new file mode 100644
index 00000000..d1565aa7
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f84e5e9ee95a3cde.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f meanvar -t CUSUM -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "CUSUM"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f8eb395581266580.json b/abed_results/us_population/best_binseg/f8eb395581266580.json
new file mode 100644
index 00000000..b125a42a
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f8eb395581266580.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/us_population.json -p MBIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			218,
+			459,
+			621,
+			815
+		],
+		"runtime" : 0.04477692
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/f9b70ebd7bb9ef9d.json b/abed_results/us_population/best_binseg/f9b70ebd7bb9ef9d.json
new file mode 100644
index 00000000..3731e10d
--- /dev/null
+++ b/abed_results/us_population/best_binseg/f9b70ebd7bb9ef9d.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Gamma test statistic requires positive data",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f meanvar -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fa543faf18dc0962.json b/abed_results/us_population/best_binseg/fa543faf18dc0962.json
new file mode 100644
index 00000000..7937b7d6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fa543faf18dc0962.json
@@ -0,0 +1,23 @@
+{
+	"error" : "MBIC penalty is not valid for nonparametric test statistics.",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/faa3cff7bbc4f9f0.json b/abed_results/us_population/best_binseg/faa3cff7bbc4f9f0.json
new file mode 100644
index 00000000..b2d17553
--- /dev/null
+++ b/abed_results/us_population/best_binseg/faa3cff7bbc4f9f0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal, Gamma, Exponential or Poisson",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p None -f meanvar -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "meanvar",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "None",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/faa8c13d82cc515c.json b/abed_results/us_population/best_binseg/faa8c13d82cc515c.json
new file mode 100644
index 00000000..08cbc818
--- /dev/null
+++ b/abed_results/us_population/best_binseg/faa8c13d82cc515c.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t CSS -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fad37b5fc3375068.json b/abed_results/us_population/best_binseg/fad37b5fc3375068.json
new file mode 100644
index 00000000..83e8efc6
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fad37b5fc3375068.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Asymptotic -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0.05,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "Asymptotic",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fb57c825e18e6c8c.json b/abed_results/us_population/best_binseg/fb57c825e18e6c8c.json
new file mode 100644
index 00000000..4f9130fd
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fb57c825e18e6c8c.json
@@ -0,0 +1,29 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f mean -t Normal -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "Normal"
+	},
+	"result" : {
+		"cplocations" : [
+			103,
+			218,
+			459,
+			622,
+			815
+		],
+		"runtime" : 0.03454924
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fc4cf1f292d3dcb1.json b/abed_results/us_population/best_binseg/fc4cf1f292d3dcb1.json
new file mode 100644
index 00000000..cd7c5f6c
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fc4cf1f292d3dcb1.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p MBIC -f var -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "MBIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fd1cc513b1f36ad0.json b/abed_results/us_population/best_binseg/fd1cc513b1f36ad0.json
new file mode 100644
index 00000000..60f679af
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fd1cc513b1f36ad0.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CSS",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p Hannan-Quinn -f var -t Exponential -m BinSeg -Q default",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 5,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "default",
+		"method" : "BinSeg",
+		"penalty" : "Hannan-Quinn",
+		"test_statistic" : "Exponential"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fd6b0fd93dd7f11d.json b/abed_results/us_population/best_binseg/fd6b0fd93dd7f11d.json
new file mode 100644
index 00000000..7646ddf4
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fd6b0fd93dd7f11d.json
@@ -0,0 +1,25 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p SIC -f var -t CSS -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "var",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "SIC",
+		"test_statistic" : "CSS"
+	},
+	"result" : {
+		"cplocations" : [
+			815
+		],
+		"runtime" : 0.5528793
+	}
+} 
diff --git a/abed_results/us_population/best_binseg/fde7314ba83689bb.json b/abed_results/us_population/best_binseg/fde7314ba83689bb.json
new file mode 100644
index 00000000..f5dff57b
--- /dev/null
+++ b/abed_results/us_population/best_binseg/fde7314ba83689bb.json
@@ -0,0 +1,23 @@
+{
+	"error" : "Invalid test statistic, must be Normal or CUSUM",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/us_population.json -p AIC -f mean -t Gamma -m BinSeg -Q max",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepoint.R",
+	"script_md5" : "88eac82295fae0cc030d40da93501e50",
+	"hostname" : "gertjan-arch",
+	"dataset" : "us_population",
+	"dataset_md5" : "77037fc5ff0338516a56ae686aa4dcba",
+	"status" : "FAIL",
+	"parameters" : {
+		"Q" : 409,
+		"pen.value" : 0,
+		"func" : "mean",
+		"max_cp" : "max",
+		"method" : "BinSeg",
+		"penalty" : "AIC",
+		"test_statistic" : "Gamma"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}
author	Gertjan van den Burg <gertjanvandenburg@gmail.com>	2020-03-12 14:33:57 +0000
committer	Gertjan van den Burg <gertjanvandenburg@gmail.com>	2020-03-12 14:33:57 +0000
commit	7ef8f6e58990fc069cccc71ed6564e8c639ea4fc (patch)
tree	9e7662a34b7d0c1f1c5d9faf6d7d6ea8672f6410 /abed_results/us_population/best_binseg
download	TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.tar.gz TCPDBench-7ef8f6e58990fc069cccc71ed6564e8c639ea4fc.zip