Run
8866299

Run 8866299

Task 146196 (Supervised Classification) corral Uploaded 28-02-2018 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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.3616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.628
Cross-validation details (10-fold Crossvalidation)
Total cost