Run
7933546

Run 7933546

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)_minsplit4
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00558037617221459
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
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2195.1377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1992
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
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6683
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
44.188
UserCPU time millis testing
2.2
UserCPU time millis training
41.988