Run
518606

Run 518606

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4064.9316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
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
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2298
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6779
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.999
UserCPU time millis testing
1.481
UserCPU time millis training
37.518