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diff --git a/abed_results/global_co2/best_cpnp/077fefabcbb6800f.json b/abed_results/global_co2/best_cpnp/077fefabcbb6800f.json
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new file mode 100644
index 00000000..29bea47f
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/59ea9818c757e546.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "Asymptotic"
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new file mode 100644
index 00000000..9c0d5481
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/62e706896babdb13.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
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+	"status" : "SUCCESS",
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+		"method" : "PELT",
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new file mode 100644
index 00000000..45846bdf
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/65b7e656f54ace83.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
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+	"status" : "SUCCESS",
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
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+	"status" : "SUCCESS",
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new file mode 100644
index 00000000..0816b1a4
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/a44eeec27757b57c.json
@@ -0,0 +1,28 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
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new file mode 100644
index 00000000..b8bbad88
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+++ b/abed_results/global_co2/best_cpnp/ac9f48baeb5d4778.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
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new file mode 100644
index 00000000..4485b8be
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+++ b/abed_results/global_co2/best_cpnp/b1df73d9402e0315.json
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+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
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+	"status" : "SUCCESS",
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+		"test.stat" : "empirical_distribution",
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diff --git a/abed_results/global_co2/best_cpnp/b6fd4450ba4b0e80.json b/abed_results/global_co2/best_cpnp/b6fd4450ba4b0e80.json
new file mode 100644
index 00000000..d76ff6e4
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/b6fd4450ba4b0e80.json
@@ -0,0 +1,29 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
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+	"status" : "SUCCESS",
+	"parameters" : {
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new file mode 100644
index 00000000..8f384534
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/bef8a4448f658718.json
@@ -0,0 +1,31 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..d5204900
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/c2007fc26dc27283.json
@@ -0,0 +1,21 @@
+{
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "FAIL",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..2a5466b2
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+++ b/abed_results/global_co2/best_cpnp/c68fd3c1ac43fd2b.json
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
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+	"status" : "SUCCESS",
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new file mode 100644
index 00000000..e59f8af3
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+++ b/abed_results/global_co2/best_cpnp/e03672a0603a8117.json
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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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/global_co2.json -p BIC -q 40",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "BIC"
+	},
+	"result" : {
+		"cplocations" : [
+			7,
+			21,
+			39,
+			61,
+			82,
+			97,
+			103
+		],
+		"runtime" : 0.01115346
+	}
+} 
diff --git a/abed_results/global_co2/best_cpnp/e87de79460649254.json b/abed_results/global_co2/best_cpnp/e87de79460649254.json
new file mode 100644
index 00000000..36f14db0
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/e87de79460649254.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/global_co2.json -p SIC -q 20",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			7,
+			21,
+			37,
+			58,
+			80,
+			96,
+			103
+		],
+		"runtime" : 0.004274607
+	}
+} 
diff --git a/abed_results/global_co2/best_cpnp/fdf60d757a6d5864.json b/abed_results/global_co2/best_cpnp/fdf60d757a6d5864.json
new file mode 100644
index 00000000..798e11ab
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/fdf60d757a6d5864.json
@@ -0,0 +1,32 @@
+{
+	"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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/global_co2.json -p Hannan-Quinn -q 30",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "Hannan-Quinn"
+	},
+	"result" : {
+		"cplocations" : [
+			7,
+			13,
+			19,
+			36,
+			46,
+			63,
+			78,
+			90,
+			99,
+			103
+		],
+		"runtime" : 0.006322145
+	}
+} 
diff --git a/abed_results/global_co2/best_cpnp/ff3da8b67ef7238c.json b/abed_results/global_co2/best_cpnp/ff3da8b67ef7238c.json
new file mode 100644
index 00000000..5ff1b4c9
--- /dev/null
+++ b/abed_results/global_co2/best_cpnp/ff3da8b67ef7238c.json
@@ -0,0 +1,21 @@
+{
+	"error" : "Asymptotic penalties are not available for nonparametric approaches, please choose an alternative penalty type",
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/global_co2.json -p Asymptotic -q 30",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "global_co2",
+	"dataset_md5" : "7c8edd8887f51a6f841cc9d806ab4e56",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "Asymptotic"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+}