Run
7936162

Run 7936162

Task 9952 (Supervised Classification) phoneme 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)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0135933634034143
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1681.62
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2918
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8469
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.766
UserCPU time millis testing
0.037
UserCPU time millis training
0.729