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diff --git a/abed_results/gdp_argentina/best_cpnp/0a8bcf83f8f2affb.json b/abed_results/gdp_argentina/best_cpnp/0a8bcf83f8f2affb.json
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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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "AIC"
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new file mode 100644
index 00000000..ff834156
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/811e23bd49a2afea.json
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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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "MBIC"
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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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "AIC"
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index 00000000..6f456630
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/8a5b50ca88cb1cc0.json
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+{
+	"error" : null,
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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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "BIC"
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+			31,
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--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/8c158675f28f6f23.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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
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index 00000000..370c40aa
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/8dcab5e619a303c6.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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "BIC"
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+			18,
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diff --git a/abed_results/gdp_argentina/best_cpnp/a0ea6178234b4892.json b/abed_results/gdp_argentina/best_cpnp/a0ea6178234b4892.json
new file mode 100644
index 00000000..a1160a08
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/a0ea6178234b4892.json
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+{
+	"error" : null,
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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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "AIC"
+	},
+	"result" : {
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+			10,
+			18,
+			33,
+			45,
+			50,
+			58
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+		"runtime" : 0.002834797
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+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/b14d0d60308a2c58.json b/abed_results/gdp_argentina/best_cpnp/b14d0d60308a2c58.json
new file mode 100644
index 00000000..efeec87b
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/b14d0d60308a2c58.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "Hannan-Quinn"
+	},
+	"result" : {
+		"cplocations" : [
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+			13,
+			31,
+			44,
+			50,
+			58
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+		"runtime" : 0.003575087
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+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/b5e5290ec386b8af.json b/abed_results/gdp_argentina/best_cpnp/b5e5290ec386b8af.json
new file mode 100644
index 00000000..fdb1cdaf
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/b5e5290ec386b8af.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p SIC -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "SIC"
+	},
+	"result" : {
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+			16,
+			32,
+			50,
+			58
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+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/b6ad5c6ea590218c.json b/abed_results/gdp_argentina/best_cpnp/b6ad5c6ea590218c.json
new file mode 100644
index 00000000..ed5773bd
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/b6ad5c6ea590218c.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p Hannan-Quinn -q 10",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "Hannan-Quinn"
+	},
+	"result" : {
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+			10,
+			18,
+			33,
+			46,
+			58
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+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/bd014a5a9eccf251.json b/abed_results/gdp_argentina/best_cpnp/bd014a5a9eccf251.json
new file mode 100644
index 00000000..c77e7aa7
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/bd014a5a9eccf251.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/gdp_argentina.json -p Asymptotic -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "Asymptotic"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
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new file mode 100644
index 00000000..edd603d6
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/c0e703f054e25244.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p MBIC -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "MBIC"
+	},
+	"result" : {
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+			32,
+			50,
+			58
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+		"runtime" : 0.003920555
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+} 
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new file mode 100644
index 00000000..63b9a102
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/cd943a12b9638f43.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p SIC -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "SIC"
+	},
+	"result" : {
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+			13,
+			31,
+			49,
+			58
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+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/cffa157055c79156.json b/abed_results/gdp_argentina/best_cpnp/cffa157055c79156.json
new file mode 100644
index 00000000..f6fa4f0d
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/cffa157055c79156.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p SIC -q 10",
+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			3,
+			11,
+			33,
+			46,
+			58
+		],
+		"runtime" : 0.003227949
+	}
+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/e4e30626b335f19b.json b/abed_results/gdp_argentina/best_cpnp/e4e30626b335f19b.json
new file mode 100644
index 00000000..c11e577f
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/e4e30626b335f19b.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/gdp_argentina.json -p Asymptotic -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "Asymptotic"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/f21979840acc610f.json b/abed_results/gdp_argentina/best_cpnp/f21979840acc610f.json
new file mode 100644
index 00000000..d31307ba
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/f21979840acc610f.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p MBIC -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "MBIC"
+	},
+	"result" : {
+		"cplocations" : [
+			11,
+			31,
+			49,
+			58
+		],
+		"runtime" : 0.005229473
+	}
+} 
diff --git a/abed_results/gdp_argentina/best_cpnp/f94281610a4b8903.json b/abed_results/gdp_argentina/best_cpnp/f94281610a4b8903.json
new file mode 100644
index 00000000..7bc301df
--- /dev/null
+++ b/abed_results/gdp_argentina/best_cpnp/f94281610a4b8903.json
@@ -0,0 +1,26 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/gdp_argentina.json -p MBIC -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" : "gdp_argentina",
+	"dataset_md5" : "694212b5682ebd808d740ffd83d4bc16",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "MBIC"
+	},
+	"result" : {
+		"cplocations" : [
+			11,
+			31,
+			49,
+			58
+		],
+		"runtime" : 0.004849434
+	}
+}