Run
8859899

Run 8859899

Task 3588 (Supervised Classification) pol 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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10870.49
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5245
Cross-validation details (10-fold Crossvalidation)
Total cost