Added result logs.

6 files changed, 135 insertions, 121 deletions

diff --git a/cv/scripts/factors_config_FHM b/cv/scripts/factors_config_FHM
index ac48751..e4f7f47 100644
--- a/cv/scripts/factors_config_FHM
+++ b/cv/scripts/factors_config_FHM
@@ -11,7 +11,7 @@ FHM electronic,cpsa local_svm_regression
 FHM topological local_svm_regression
 #FHM hybrid local_svm_regression
 FHM joelib local_svm_regression
-#FHM all_pc local_svm_regression
+FHM all_pc local_svm_regression
 #FHM nil local_svm_regression
 #RAT constitutional local_svm_regression
 #RAT electronic,cpsa local_svm_regression
diff --git a/cv/scripts/logs/FHM.log b/cv/scripts/logs/FHM.log
index cb08b83..94b0b78 100644
--- a/cv/scripts/logs/FHM.log
+++ b/cv/scripts/logs/FHM.log
@@ -1,56 +1,70 @@
-20120306_12_: FHM constitutional local_svm_regression 1
+20120312_10_: FHM constitutional local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_FHM.rb FHM constitutional local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28298
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57984
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28298
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57984
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/6
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/6/feature/LOGINV_TD50_mmol
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/66
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/114
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/145
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/206
 
-20120306_12_: FHM electronic,cpsa local_svm_regression 1
+20120312_11_: FHM electronic,cpsa local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_FHM.rb FHM electronic,cpsa local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28294
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57980
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28294
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57980
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/6
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/6/feature/LOGINV_TD50_mmol
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/67
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/115
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/149
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/209
 
-20120306_12_: FHM topological local_svm_regression 1
+20120309_17_: FHM topological local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_FHM.rb FHM topological local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28295
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57981
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28295
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57981
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/6
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/6/feature/LOGINV_TD50_mmol
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/68
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/116
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/141
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/192
 
-20120306_12_: FHM joelib local_svm_regression 1
+20120309_17_: FHM joelib local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_FHM.rb FHM joelib local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28296
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57982
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28296
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57982
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/6
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/6/feature/LOGINV_TD50_mmol
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/69
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/121
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/142
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/193
+
+20120309_17_: FHM all_pc local_svm_regression 1
+ruby CV_ds_pctype_algo_rseed_FHM.rb FHM all_pc local_svm_regression 1
+datasets.yaml exists
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57985
+--- 
+:algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57985
+:stratified: false
+:random_seed: "1"
+:dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/6
+:prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/6/feature/LOGINV_TD50_mmol
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/143
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/194
 
diff --git a/cv/scripts/logs/LOAEL.log b/cv/scripts/logs/LOAEL.log
index 63ed370..d0d1e81 100644
--- a/cv/scripts/logs/LOAEL.log
+++ b/cv/scripts/logs/LOAEL.log
@@ -1,70 +1,70 @@
-20120306_15_: LOAEL constitutional local_svm_regression 1
+20120312_10_: LOAEL constitutional local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL.rb LOAEL constitutional local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28310
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58030
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28310
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58030
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/71
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/123
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/144
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/205
 
-20120306_15_: LOAEL electronic,cpsa local_svm_regression 1
+20120312_10_: LOAEL electronic,cpsa local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL.rb LOAEL electronic,cpsa local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28306
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58026
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28306
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58026
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/72
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/125
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/146
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/207
 
-20120306_15_: LOAEL topological local_svm_regression 1
+20120312_10_: LOAEL topological local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL.rb LOAEL topological local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28307
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58027
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28307
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58027
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/74
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/127
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/148
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/208
 
-20120306_15_: LOAEL joelib local_svm_regression 1
+20120312_10_: LOAEL joelib local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL.rb LOAEL joelib local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28308
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58028
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28308
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58028
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/76
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/128
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/150
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/210
 
-20120306_15_: LOAEL all_pc local_svm_regression 1
+20120312_10_: LOAEL all_pc local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL.rb LOAEL all_pc local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28311
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58031
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28311
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58031
 :stratified: false
 :random_seed: "1"
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/77
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/131
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/152
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/212
 
diff --git a/cv/scripts/logs/LOAEL_loo.log b/cv/scripts/logs/LOAEL_loo.log
index 0ffa8ce..4b099f9 100644
--- a/cv/scripts/logs/LOAEL_loo.log
+++ b/cv/scripts/logs/LOAEL_loo.log
@@ -1,65 +1,65 @@
-20120306_15_: LOAEL constitutional local_svm_regression 1
+20120312_13_: LOAEL constitutional local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL_loo.rb LOAEL constitutional local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28310
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58030
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28310
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58030
 :loo: true
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/70
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/124
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/151
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/211
 
-20120306_15_: LOAEL electronic,cpsa local_svm_regression 1
+20120312_14_: LOAEL electronic,cpsa local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL_loo.rb LOAEL electronic,cpsa local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28306
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58026
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28306
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58026
 :loo: true
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/73
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/126
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/153
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/213
 
-20120306_15_: LOAEL topological local_svm_regression 1
+20120312_14_: LOAEL topological local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL_loo.rb LOAEL topological local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28307
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58027
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28307
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58027
 :loo: true
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/75
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/129
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/154
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/214
 
-20120306_15_: LOAEL joelib local_svm_regression 1
+20120309_17_: LOAEL joelib local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL_loo.rb LOAEL joelib local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28308
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58028
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28308
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58028
 :loo: true
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/78
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/130
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/139
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/190
 
-20120306_15_: LOAEL all_pc local_svm_regression 1
+20120309_17_: LOAEL all_pc local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_LOAEL_loo.rb LOAEL all_pc local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28311
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58031
 --- 
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28311
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58031
 :loo: true
 :dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/9
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/9/feature/LOAEL_mol/kg_bw/day
-http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/79
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/132
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/140
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/191
 
diff --git a/cv/scripts/logs/MOU_ttv.log b/cv/scripts/logs/MOU_ttv.log
index 8ea2e58..1634d5f 100644
--- a/cv/scripts/logs/MOU_ttv.log
+++ b/cv/scripts/logs/MOU_ttv.log
@@ -1,65 +1,65 @@
-20120306_15_: MOU constitutional local_svm_regression 1
+20120312_10_: MOU constitutional local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_MOU_ttv.rb MOU constitutional local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28318
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58002
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/11
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/10/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/10
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28318
-http://toxcreate3.in-silico.ch:8080/validation/10410
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/117
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58002
+http://toxcreate3.in-silico.ch:8080/validation/20539
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/195
 
-20120306_15_: MOU electronic,cpsa local_svm_regression 1
+20120312_10_: MOU electronic,cpsa local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_MOU_ttv.rb MOU electronic,cpsa local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28314
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57998
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/11
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/10/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/10
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28314
-http://toxcreate3.in-silico.ch:8080/validation/10413
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/118
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57998
+http://toxcreate3.in-silico.ch:8080/validation/20541
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/197
 
-20120306_15_: MOU topological local_svm_regression 1
+20120312_10_: MOU topological local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_MOU_ttv.rb MOU topological local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28315
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57999
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/11
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/10/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/10
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28315
-http://toxcreate3.in-silico.ch:8080/validation/10437
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/119
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57999
+http://toxcreate3.in-silico.ch:8080/validation/20543
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/199
 
-20120306_15_: MOU joelib local_svm_regression 1
+20120312_10_: MOU joelib local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_MOU_ttv.rb MOU joelib local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28316
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58000
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/11
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/10/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/10
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28316
-http://toxcreate3.in-silico.ch:8080/validation/10496
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/120
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58000
+http://toxcreate3.in-silico.ch:8080/validation/20546
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/201
 
-20120306_15_: MOU all_pc local_svm_regression 1
+20120312_10_: MOU all_pc local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_MOU_ttv.rb MOU all_pc local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28321
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58035
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/11
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/10/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/10
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28321
-http://toxcreate3.in-silico.ch:8080/validation/10541
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/122
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/58035
+http://toxcreate3.in-silico.ch:8080/validation/20549
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/203
 
diff --git a/cv/scripts/logs/RAT_ttv.log b/cv/scripts/logs/RAT_ttv.log
index ae33bc6..3fe6266 100644
--- a/cv/scripts/logs/RAT_ttv.log
+++ b/cv/scripts/logs/RAT_ttv.log
@@ -1,65 +1,65 @@
-20120306_12_: RAT constitutional local_svm_regression 1
+20120312_10_: RAT constitutional local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_RAT_ttv.rb RAT constitutional local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28304
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57990
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/13
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/12/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/12
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28304
-http://toxcreate3.in-silico.ch:8080/validation/10367
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/109
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57990
+http://toxcreate3.in-silico.ch:8080/validation/20540
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/196
 
-20120306_12_: RAT electronic,cpsa local_svm_regression 1
+20120312_10_: RAT electronic,cpsa local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_RAT_ttv.rb RAT electronic,cpsa local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28300
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57986
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/13
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/12/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/12
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28300
-http://toxcreate3.in-silico.ch:8080/validation/10368
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/110
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57986
+http://toxcreate3.in-silico.ch:8080/validation/20542
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/198
 
-20120306_12_: RAT topological local_svm_regression 1
+20120312_10_: RAT topological local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_RAT_ttv.rb RAT topological local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28301
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57987
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/13
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/12/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/12
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28301
-http://toxcreate3.in-silico.ch:8080/validation/10370
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/111
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57987
+http://toxcreate3.in-silico.ch:8080/validation/20544
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/200
 
-20120306_12_: RAT joelib local_svm_regression 1
+20120312_10_: RAT joelib local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_RAT_ttv.rb RAT joelib local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28302
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57988
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/13
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/12/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/12
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28302
-http://toxcreate3.in-silico.ch:8080/validation/10373
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/112
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57988
+http://toxcreate3.in-silico.ch:8080/validation/20548
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/202
 
-20120306_12_: RAT all_pc local_svm_regression 1
+20120312_10_: RAT all_pc local_svm_regression 1
 ruby CV_ds_pctype_algo_rseed_RAT_ttv.rb RAT all_pc local_svm_regression 1
 datasets.yaml exists
---- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28305
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57991
 --- 
 :test_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/13
 :prediction_feature: http://toxcreate3.in-silico.ch:8080/dataset/12/feature/pTD50
 :training_dataset_uri: http://toxcreate3.in-silico.ch:8080/dataset/12
 :algorithm_uri: http://toxcreate3.in-silico.ch:8080/algorithm/lazar
-:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/28305
-http://toxcreate3.in-silico.ch:8080/validation/10375
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/113
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/57991
+http://toxcreate3.in-silico.ch:8080/validation/20551
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/204