Run
8863195

Run 8863195

Task 3916 (Supervised Classification) kc1-binary 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
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.0216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.6966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0465
Cross-validation details (10-fold Crossvalidation)