Run
8865918

Run 8865918

Task 145979 (Supervised Classification) spambase 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
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2620.4109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8851
Cross-validation details (10-fold Crossvalidation)