Run
7933674

Run 7933674

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)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0125972625451357
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1701.3523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2907
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
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8461
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.958
UserCPU time millis testing
0.047
UserCPU time millis training
0.911