Run
9190205

Run 9190205

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9856 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9582 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9153 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9538.705 ± 10.0015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0751 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
11055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9584 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1522 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1808 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.364 ± 0.0186
Cross-validation details (10-fold Crossvalidation)