Run
8864999

Run 8864999

Task 145857 (Supervised Classification) phoneme Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

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.

17 Evaluation measures

Area under ROC curve
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3544.0299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5638
Cross-validation details (10-fold Crossvalidation)
Total cost