Run
8864904

Run 8864904

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

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1954.7789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2492
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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8907
Cross-validation details (10-fold Crossvalidation)