Run
8876690

Run 8876690

Task 145857 (Supervised Classification) phoneme Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1562.2856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2899
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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8912
Cross-validation details (10-fold Crossvalidation)