Run
7936337

Run 7936337

Task 9952 (Supervised Classification) phoneme Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.RRF.imputed.dummied.preproc(1)Learner mlr.classif.RRF.imputed.dummied.preproc from package(s) RRF.
mlr.classif.RRF.imputed.dummied.preproc(1)_mtry4
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.127982212929055
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.RRF.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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1994.3803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2522
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
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8376
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.916
UserCPU time millis testing
1.415
UserCPU time millis training
24.501