Run
7933673

Run 7933673

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)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000320862007450544
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
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3446.3298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1452
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
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.35
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7336
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.039
UserCPU time millis testing
0.065
UserCPU time millis training
0.974