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+	"status" : "FAIL",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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+		"penalty" : "Asymptotic"
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new file mode 100644
index 00000000..4e280f07
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/6c11e533c75b66ff.json
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "shanghai_license",
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+	"status" : "SUCCESS",
+	"parameters" : {
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index 00000000..900fbf12
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "shanghai_license",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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index 00000000..91ac794e
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+++ b/abed_results/shanghai_license/best_cpnp/85112d6c40622583.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..604f248a
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/93a2191d87384c79.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "BIC"
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index 00000000..7db50ef5
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/a63b1df2c6c6f509.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
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+		"nquantiles" : 10,
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new file mode 100644
index 00000000..fa1e96ea
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/b71e247afa021248.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "FAIL",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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+		"penalty" : "Asymptotic"
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new file mode 100644
index 00000000..22ae8eb5
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/ba0c03ba33cc1d8a.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
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new file mode 100644
index 00000000..0614cc20
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/c7a1d17183628de7.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" : "shanghai_license",
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+	"status" : "SUCCESS",
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new file mode 100644
index 00000000..a97d2e43
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+++ b/abed_results/shanghai_license/best_cpnp/ccf2988bb25bf1d6.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" : "shanghai_license",
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+	"status" : "SUCCESS",
+	"parameters" : {
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new file mode 100644
index 00000000..cb7fd305
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/cff57a79c19e4637.json
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+	"dataset" : "shanghai_license",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"nquantiles" : 40,
+		"penalty" : "AIC"
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new file mode 100644
index 00000000..47b9dcc2
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/d258082547c86c8a.json
@@ -0,0 +1,29 @@
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
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+	"status" : "SUCCESS",
+	"parameters" : {
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new file mode 100644
index 00000000..57d9f1c3
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+++ b/abed_results/shanghai_license/best_cpnp/d845d9386e27a189.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 20,
+		"penalty" : "BIC"
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new file mode 100644
index 00000000..b8710474
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/e1d9758f776a7936.json
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
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+	"status" : "SUCCESS",
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+		"test.stat" : "empirical_distribution",
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+			139,
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+} 
diff --git a/abed_results/shanghai_license/best_cpnp/ebe2dba5f336803a.json b/abed_results/shanghai_license/best_cpnp/ebe2dba5f336803a.json
new file mode 100644
index 00000000..0692cfbe
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/ebe2dba5f336803a.json
@@ -0,0 +1,28 @@
+{
+	"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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "MBIC"
+	},
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+			73,
+			141,
+			169,
+			189,
+			204
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+} 
diff --git a/abed_results/shanghai_license/best_cpnp/ed6fd09f161aedaf.json b/abed_results/shanghai_license/best_cpnp/ed6fd09f161aedaf.json
new file mode 100644
index 00000000..fd1ab964
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/ed6fd09f161aedaf.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/shanghai_license.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 10,
+		"penalty" : "SIC"
+	},
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+			139,
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+} 
diff --git a/abed_results/shanghai_license/best_cpnp/eeb3307577a1a17f.json b/abed_results/shanghai_license/best_cpnp/eeb3307577a1a17f.json
new file mode 100644
index 00000000..f61e0a30
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/eeb3307577a1a17f.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/shanghai_license.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"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/shanghai_license/best_cpnp/f48c1696316eacb3.json b/abed_results/shanghai_license/best_cpnp/f48c1696316eacb3.json
new file mode 100644
index 00000000..38ceedbb
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/f48c1696316eacb3.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" : "shanghai_license",
+	"dataset_md5" : "b4ac173eb6c0a1a4d10268abc109eda1",
+	"status" : "SUCCESS",
+	"parameters" : {
+		"method" : "PELT",
+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
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diff --git a/abed_results/shanghai_license/best_cpnp/f81a60adbea89ed2.json b/abed_results/shanghai_license/best_cpnp/f81a60adbea89ed2.json
new file mode 100644
index 00000000..eb0bdcaf
--- /dev/null
+++ b/abed_results/shanghai_license/best_cpnp/f81a60adbea89ed2.json
@@ -0,0 +1,29 @@
+{
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+	"script_md5" : "0960dc48e5296b852678528c87d06b97",
+	"hostname" : "gertjan-arch",
+	"dataset" : "shanghai_license",
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+	"status" : "SUCCESS",
+	"parameters" : {
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+		"test.stat" : "empirical_distribution",
+		"minseglen" : 1,
+		"nquantiles" : 40,
+		"penalty" : "BIC"
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+			107,
+			141,
+			169,
+			189,
+			204
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+}