Run
8870774

Run 8870774

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.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
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8918.8153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1014
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
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4554
Cross-validation details (10-fold Crossvalidation)