Run
8866359

Run 8866359

Task 145857 (Supervised Classification) phoneme Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2227.4599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2261
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
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0443
Cross-validation details (10-fold Crossvalidation)