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 5ad94f9..a67acbf 100644
--- a/cv/scripts/logs/FHM.log
+++ b/cv/scripts/logs/FHM.log
@@ -1,56 +1,70 @@
-20120307_01_: FHM constitutional local_svm_regression 1
+20120312_23_: 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/35007
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68229
 --- 
 :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/35007
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68229
 :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/82
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/134
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/165
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/224
 
-20120307_01_: FHM electronic,cpsa local_svm_regression 1
+20120312_23_: 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/35003
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68211
 --- 
 :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/35003
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68211
 :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/85
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/136
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/166
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/225
 
-20120307_01_: FHM topological local_svm_regression 1
+20120312_23_: 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/35004
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68221
 --- 
 :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/35004
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68221
 :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/89
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/138
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/167
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/226
 
-20120307_01_: FHM joelib local_svm_regression 1
+20120312_23_: 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/35005
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68226
 --- 
 :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/35005
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68226
 :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/92
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/140
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/168
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/227
+
+20120313_08_: 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/68242
+--- 
+: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/68242
+: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/169
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/238
 
diff --git a/cv/scripts/logs/LOAEL.log b/cv/scripts/logs/LOAEL.log
index bc15ac7..bffd21e 100644
--- a/cv/scripts/logs/LOAEL.log
+++ b/cv/scripts/logs/LOAEL.log
@@ -1,70 +1,70 @@
-20120307_01_: LOAEL constitutional local_svm_regression 1
+20120312_18_: 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/35019
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68313
 --- 
 :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/35019
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68313
 :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/81
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/133
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/155
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/215
 
-20120307_09_: LOAEL electronic,cpsa local_svm_regression 1
+20120312_18_: 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/35015
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68294
 --- 
 :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/35015
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68294
 :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/94
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/154
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/158
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/217
 
-20120307_01_: LOAEL topological local_svm_regression 1
+20120312_18_: 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/35016
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68304
 --- 
 :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/35016
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68304
 :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/86
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/135
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/160
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/218
 
-20120307_01_: LOAEL joelib local_svm_regression 1
+20120312_18_: 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/35017
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68310
 --- 
 :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/35017
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68310
 :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/88
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/137
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/161
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/220
 
-20120307_01_: LOAEL all_pc local_svm_regression 1
+20120312_18_: 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/35020
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68331
 --- 
 :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/35020
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68331
 :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/91
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/139
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/163
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/222
 
diff --git a/cv/scripts/logs/LOAEL_loo.log b/cv/scripts/logs/LOAEL_loo.log
index d98cc69..a830916 100644
--- a/cv/scripts/logs/LOAEL_loo.log
+++ b/cv/scripts/logs/LOAEL_loo.log
@@ -1,65 +1,65 @@
-20120307_10_: LOAEL constitutional local_svm_regression 1
+20120313_09_: 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/35019
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68313
 --- 
 :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/35019
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68313
 :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/97
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/155
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/170
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/239
 
-20120307_10_: LOAEL electronic,cpsa local_svm_regression 1
+20120312_18_: 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/35015
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68294
 --- 
 :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/35015
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68294
 :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/98
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/156
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/157
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/216
 
-20120307_10_: LOAEL topological local_svm_regression 1
+20120312_18_: 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/35016
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68304
 --- 
 :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/35016
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68304
 :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/99
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/157
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/159
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/219
 
-20120307_10_: LOAEL joelib local_svm_regression 1
+20120312_18_: 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/35017
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68310
 --- 
 :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/35017
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68310
 :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/100
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/158
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/162
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/221
 
-20120307_01_: LOAEL all_pc local_svm_regression 1
+20120312_18_: 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/35020
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68331
 --- 
 :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/35020
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68331
 :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/93
-http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/141
+http://toxcreate3.in-silico.ch:8080/validation/crossvalidation/164
+http://toxcreate3.in-silico.ch:8080/validation/report/crossvalidation/223
 
diff --git a/cv/scripts/logs/MOU_ttv.log b/cv/scripts/logs/MOU_ttv.log
index 0233f10..19cdc65 100644
--- a/cv/scripts/logs/MOU_ttv.log
+++ b/cv/scripts/logs/MOU_ttv.log
@@ -1,65 +1,65 @@
-20120307_09_: MOU constitutional local_svm_regression 1
+20120313_08_: 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/35025
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68353
 --- 
 :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/35025
-http://toxcreate3.in-silico.ch:8080/validation/14106
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/142
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68353
+http://toxcreate3.in-silico.ch:8080/validation/23812
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/228
 
-20120307_09_: MOU electronic,cpsa local_svm_regression 1
+20120313_08_: 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/35021
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68337
 --- 
 :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/35021
-http://toxcreate3.in-silico.ch:8080/validation/14107
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/144
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68337
+http://toxcreate3.in-silico.ch:8080/validation/23815
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/230
 
-20120307_09_: MOU topological local_svm_regression 1
+20120313_08_: 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/35022
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68345
 --- 
 :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/35022
-http://toxcreate3.in-silico.ch:8080/validation/14109
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/146
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68345
+http://toxcreate3.in-silico.ch:8080/validation/23818
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/232
 
-20120307_09_: MOU joelib local_svm_regression 1
+20120313_08_: 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/35023
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68350
 --- 
 :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/35023
-http://toxcreate3.in-silico.ch:8080/validation/14111
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/147
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68350
+http://toxcreate3.in-silico.ch:8080/validation/23820
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/233
 
-20120307_09_: MOU all_pc local_svm_regression 1
+20120313_08_: 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/35026
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68363
 --- 
 :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/35026
-http://toxcreate3.in-silico.ch:8080/validation/14112
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/149
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68363
+http://toxcreate3.in-silico.ch:8080/validation/23822
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/235
 
diff --git a/cv/scripts/logs/RAT_ttv.log b/cv/scripts/logs/RAT_ttv.log
index 345af93..ff017c7 100644
--- a/cv/scripts/logs/RAT_ttv.log
+++ b/cv/scripts/logs/RAT_ttv.log
@@ -1,65 +1,65 @@
-20120307_09_: RAT constitutional local_svm_regression 1
+20120313_08_: 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/35013
+--- prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68272
 --- 
 :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/35013
-http://toxcreate3.in-silico.ch:8080/validation/14105
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/143
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=constitutional;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68272
+http://toxcreate3.in-silico.ch:8080/validation/23813
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/229
 
-20120307_09_: RAT electronic,cpsa local_svm_regression 1
+20120313_08_: 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/35009
+--- prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68251
 --- 
 :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/35009
-http://toxcreate3.in-silico.ch:8080/validation/14108
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/145
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=electronic,cpsa;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68251
+http://toxcreate3.in-silico.ch:8080/validation/23816
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/231
 
-20120307_09_: RAT topological local_svm_regression 1
+20120313_08_: 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/35010
+--- prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68262
 --- 
 :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/35010
-http://toxcreate3.in-silico.ch:8080/validation/14110
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/148
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=topological;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68262
+http://toxcreate3.in-silico.ch:8080/validation/23819
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/234
 
-20120307_09_: RAT joelib local_svm_regression 1
+20120313_08_: 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/35011
+--- prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68268
 --- 
 :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/35011
-http://toxcreate3.in-silico.ch:8080/validation/14113
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/150
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=joelib;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68268
+http://toxcreate3.in-silico.ch:8080/validation/23823
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/236
 
-20120307_09_: RAT all_pc local_svm_regression 1
+20120313_08_: 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/35014
+--- prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68286
 --- 
 :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/35014
-http://toxcreate3.in-silico.ch:8080/validation/14114
-http://toxcreate3.in-silico.ch:8080/validation/report/validation/151
+:algorithm_params: prediction_algorithm=local_svm_regression;pc_type=all_pc;feature_dataset_uri=http://toxcreate3.in-silico.ch:8080/dataset/68286
+http://toxcreate3.in-silico.ch:8080/validation/23825
+http://toxcreate3.in-silico.ch:8080/validation/report/validation/237