Run
8862589

Run 8862589

Task 3850 (Supervised Classification) collins 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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.9723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6375
Cross-validation details (10-fold Crossvalidation)
Recall
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5399
Cross-validation details (10-fold Crossvalidation)