Run
8860832

Run 8860832

Task 3675 (Supervised Classification) pbc 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
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.0292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
418
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.6842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963
Cross-validation details (10-fold Crossvalidation)