Run
8858474

Run 8858474

Task 8 (Supervised Classification) liver-disorders Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.6306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.7708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4646
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
0.6047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0209
Cross-validation details (10-fold Crossvalidation)