Run
7933551

Run 7933551

Task 3891 (Supervised Classification) gina_agnostic 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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0741316036376858
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
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1311.8396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8214
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.25
UserCPU time millis testing
2.128
UserCPU time millis training
37.122