Run
8868978

Run 8868978

Task 145979 (Supervised Classification) spambase Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-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
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1235.4243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3423
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
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.6568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.192
Cross-validation details (10-fold Crossvalidation)