Run
8858931

Run 8858931

Task 55 (Supervised Classification) vote 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
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.9921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0989
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6081
Cross-validation details (10-fold Crossvalidation)