Run
7933743

Run 7933743

Task 9952 (Supervised Classification) phoneme Uploaded 26-09-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger.imputed.dummied.preproc(1)Learner mlr.classif.ranger.imputed.dummied.preproc from package(s) ranger.
mlr.classif.ranger.imputed.dummied.preproc(1)_mtry1
mlr.classif.ranger.imputed.dummied.preproc(1)_respect.unordered.factorsTRUE
mlr.classif.ranger.imputed.dummied.preproc(1)_num.threads1
mlr.classif.ranger.imputed.dummied.preproc(1)_verboseFALSE
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ranger.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
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3153.64
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1813
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
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.895
UserCPU time millis testing
5.329
UserCPU time millis training
20.566