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diff --git a/abed_results/ratner_stock/best_cpnp/073552603fd3dfbc.json b/abed_results/ratner_stock/best_cpnp/073552603fd3dfbc.json
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index 00000000..3bc13853
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index 00000000..e6e04a3e
--- /dev/null
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new file mode 100644
index 00000000..10597a0d
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/94a2fac17eb577e4.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/ratner_stock.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "FAIL",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..489b704a
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/9a0253acc9186589.json
@@ -0,0 +1,37 @@
+{
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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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..eed28744
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/9c142beaac8c3a25.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" : "ratner_stock",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..5fee48ed
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/a4b705dd4d7421f2.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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new file mode 100644
index 00000000..55763dc0
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/abea96c06e6f9014.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "Asymptotic"
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new file mode 100644
index 00000000..74875a22
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/ac83f44a6dc16f9e.json
@@ -0,0 +1,41 @@
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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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
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new file mode 100644
index 00000000..c49c72b6
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/bccc22640b2d87fc.json
@@ -0,0 +1,52 @@
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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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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+			579,
+			599
+		],
+		"runtime" : 0.03500271
+	}
+} 
diff --git a/abed_results/ratner_stock/best_cpnp/c83388f8e76072b4.json b/abed_results/ratner_stock/best_cpnp/c83388f8e76072b4.json
new file mode 100644
index 00000000..7db48ff7
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/c83388f8e76072b4.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_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/ratner_stock.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			6,
+			34,
+			44,
+			81,
+			133,
+			157,
+			165,
+			176,
+			206,
+			296,
+			331,
+			356,
+			362,
+			405,
+			451,
+			461,
+			524,
+			576,
+			599
+		],
+		"runtime" : 0.03106856
+	}
+} 
diff --git a/abed_results/ratner_stock/best_cpnp/e3c1d2f6e5701d9e.json b/abed_results/ratner_stock/best_cpnp/e3c1d2f6e5701d9e.json
new file mode 100644
index 00000000..b8e2cbf9
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/e3c1d2f6e5701d9e.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/ratner_stock.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "FAIL",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "Asymptotic"
+	},
+	"result" : {
+		"cplocations" : null,
+		"runtime" : null
+	}
+} 
diff --git a/abed_results/ratner_stock/best_cpnp/e40348f43ad45d10.json b/abed_results/ratner_stock/best_cpnp/e40348f43ad45d10.json
new file mode 100644
index 00000000..7c1c40a7
--- /dev/null
+++ b/abed_results/ratner_stock/best_cpnp/e40348f43ad45d10.json
@@ -0,0 +1,40 @@
+{
+	"error" : null,
+	"command" : "/usr/lib64/R/bin/exec/R --slave --no-restore --no-save --slave --file=/home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/execs/R/cpdbench_changepointnp.R --args -i /home/gertjan/share/work/turing/aida/research/projects/changepoint/experiments/cpdbench/datasets/ratner_stock.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" : "ratner_stock",
+	"dataset_md5" : "f7086ff916f35b88463bf8fd1857815e",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "SIC"
+	},
+	"result" : {
+		"cplocations" : [
+			10,
+			68,
+			81,
+			133,
+			156,
+			165,
+			176,
+			204,
+			272,
+			296,
+			331,
+			356,
+			362,
+			403,
+			526,
+			559,
+			579,
+			599
+		],
+		"runtime" : 0.05377197
+	}
+}