Run
518605

Run 518605

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

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4161.0934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0885
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
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6531
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.511
UserCPU time millis testing
0.401
UserCPU time millis training
22.11