Run
8859977

Run 8859977

Task 3588 (Supervised Classification) pol 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
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2870.8786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3441
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.6559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2305
Cross-validation details (10-fold Crossvalidation)