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diff --git a/abed_results/lga_passengers/best_cpnp/0d52ebea2413ef66.json b/abed_results/lga_passengers/best_cpnp/0d52ebea2413ef66.json
new file mode 100644
index 00000000..ffbd11b4
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/0d52ebea2413ef66.json
@@ -0,0 +1,419 @@
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+	"script" : "/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R",
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+	"status" : "SUCCESS",
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diff --git a/abed_results/lga_passengers/best_cpnp/10fd29a1767fbdbe.json b/abed_results/lga_passengers/best_cpnp/10fd29a1767fbdbe.json
new file mode 100644
index 00000000..e7bbbfea
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/10fd29a1767fbdbe.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" : "lga_passengers",
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+	"status" : "FAIL",
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new file mode 100644
index 00000000..46c5bbc4
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/1b45a251f308efb0.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" : "lga_passengers",
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+	"status" : "SUCCESS",
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new file mode 100644
index 00000000..53dc0158
--- /dev/null
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
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new file mode 100644
index 00000000..0e05be18
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/2270dbe42372de89.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" : "lga_passengers",
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+	"status" : "SUCCESS",
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new file mode 100644
index 00000000..8bb16957
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/22982ddfc2314d49.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" : "lga_passengers",
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+	"status" : "SUCCESS",
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diff --git a/abed_results/lga_passengers/best_cpnp/2ff8658a184f941e.json b/abed_results/lga_passengers/best_cpnp/2ff8658a184f941e.json
new file mode 100644
index 00000000..0bd76512
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/2ff8658a184f941e.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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diff --git a/abed_results/lga_passengers/best_cpnp/4553d1429e10880a.json b/abed_results/lga_passengers/best_cpnp/4553d1429e10880a.json
new file mode 100644
index 00000000..edc50d33
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/4553d1429e10880a.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" : "lga_passengers",
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+	"status" : "SUCCESS",
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+		"test.stat" : "empirical_distribution",
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diff --git a/abed_results/lga_passengers/best_cpnp/5a54c772e1b2da8f.json b/abed_results/lga_passengers/best_cpnp/5a54c772e1b2da8f.json
new file mode 100644
index 00000000..8834e5b6
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/5a54c772e1b2da8f.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/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"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/lga_passengers/best_cpnp/5f68f8c9a537b6a3.json b/abed_results/lga_passengers/best_cpnp/5f68f8c9a537b6a3.json
new file mode 100644
index 00000000..4b38e660
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/5f68f8c9a537b6a3.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "MBIC"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			111,
+			163,
+			253,
+			295,
+			301,
+			326,
+			370,
+			422,
+			458,
+			467
+		],
+		"runtime" : 0.02956891
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/648b4f6e66b5cef0.json b/abed_results/lga_passengers/best_cpnp/648b4f6e66b5cef0.json
new file mode 100644
index 00000000..7745dd8c
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/648b4f6e66b5cef0.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			111,
+			163,
+			253,
+			277,
+			295,
+			301,
+			326,
+			367,
+			422,
+			458,
+			467
+		],
+		"runtime" : 0.03281784
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/682abfb3c002de50.json b/abed_results/lga_passengers/best_cpnp/682abfb3c002de50.json
new file mode 100644
index 00000000..3dc402f4
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/682abfb3c002de50.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/lga_passengers.json -p Asymptotic -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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "Asymptotic"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/70f78320c51f7b3e.json b/abed_results/lga_passengers/best_cpnp/70f78320c51f7b3e.json
new file mode 100644
index 00000000..eb353556
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/70f78320c51f7b3e.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			111,
+			163,
+			253,
+			277,
+			295,
+			301,
+			326,
+			370,
+			422,
+			458,
+			467
+		],
+		"runtime" : 0.019665
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/7632a1bf98f3dd35.json b/abed_results/lga_passengers/best_cpnp/7632a1bf98f3dd35.json
new file mode 100644
index 00000000..63207a44
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/7632a1bf98f3dd35.json
@@ -0,0 +1,48 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 30,
+		"penalty" : "Hannan-Quinn"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			109,
+			121,
+			127,
+			163,
+			205,
+			253,
+			277,
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+			443,
+			445,
+			455,
+			457,
+			467
+		],
+		"runtime" : 0.01921701
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/7c74b1a8ff0e8728.json b/abed_results/lga_passengers/best_cpnp/7c74b1a8ff0e8728.json
new file mode 100644
index 00000000..87d0a521
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/7c74b1a8ff0e8728.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "MBIC"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			111,
+			163,
+			253,
+			295,
+			301,
+			326,
+			367,
+			422,
+			458,
+			467
+		],
+		"runtime" : 0.03720093
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/8862eba0d3651790.json b/abed_results/lga_passengers/best_cpnp/8862eba0d3651790.json
new file mode 100644
index 00000000..3e1a500a
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/8862eba0d3651790.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/lga_passengers.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" : "lga_passengers",
+	"dataset_md5" : "3e7bf55fac17f59b400f8a558d3f0337",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "BIC"
+	},
+	"result" : {
+		"cplocations" : [
+			13,
+			86,
+			111,
+			163,
+			241,
+			265,
+			295,
+			301,
+			326,
+			367,
+			422,
+			458,
+			467
+		],
+		"runtime" : 0.04348159
+	}
+} 
diff --git a/abed_results/lga_passengers/best_cpnp/a95a647597188333.json b/abed_results/lga_passengers/best_cpnp/a95a647597188333.json
new file mode 100644
index 00000000..45e17dbc
--- /dev/null
+++ b/abed_results/lga_passengers/best_cpnp/a95a647597188333.json
@@ -0,0 +1,96 @@
+{
+	"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/lga_passengers.json -p AIC -q 20",
+	"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..e5ece6cc
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