Run
521656

Run 521656

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8935.8217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4097
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
960.401
UserCPU time millis testing
386.687
UserCPU time millis training
573.714