Run
8858932

Run 8858932

Task 54 (Supervised Classification) hepatitis 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
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.9679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9093
Cross-validation details (10-fold Crossvalidation)