Run
8876605

Run 8876605

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8786.8013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
11055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9131
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5025
Cross-validation details (10-fold Crossvalidation)