Run
8858833

Run 8858833

Task 42 (Supervised Classification) haberman 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
0.6533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.9146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9828
Cross-validation details (10-fold Crossvalidation)