Run
8865159

Run 8865159

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 27-02-2018 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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9006.3101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0952
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
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4717
Cross-validation details (10-fold Crossvalidation)