Run
8860240

Run 8860240

Task 3623 (Supervised Classification) meta 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
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-551.0644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1848
Cross-validation details (10-fold Crossvalidation)
Number of instances
528
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4808
Cross-validation details (10-fold Crossvalidation)
Recall
0.7367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5745
Cross-validation details (10-fold Crossvalidation)