Run
7936178

Run 7936178

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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00171860268865959
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
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2273.2939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2429
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7821
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.803
UserCPU time millis testing
0.039
UserCPU time millis training
0.764