Run
8864852

Run 8864852

Task 145850 (Supervised Classification) leaf 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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.54
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.0037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.5559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1484
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8272
Cross-validation details (10-fold Crossvalidation)