Run
518575

Run 518575

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

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3766.05
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1166
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
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7498
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
476.815
UserCPU time millis testing
103.688
UserCPU time millis training
373.127