Run
7936237

Run 7936237

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00853536435063914
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
493.4016
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2444
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8089
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.166
UserCPU time millis testing
0.097
UserCPU time millis training
1.069