Run
8858516

Run 8858516

Task 8 (Supervised Classification) liver-disorders 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
0.6828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.6717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9791
Cross-validation details (10-fold Crossvalidation)