Run
1839510

Run 1839510

Task 125914 (Learning Curve) PhishingWebsites Uploaded 15-11-2016 by Jan van Rijn
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Flow

weka.A2DEUpdateable(1)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DEUpdateable(1)_F1
weka.A2DEUpdateable(1)_M1.0

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.

19 Evaluation measures

Area under ROC curve
0.9861 ± 0.0031
Per class
F measure
0.9386 ± 0.0093
Per class
Kappa
0.8754 ± 0.0188
KB relative information score
9342.1895 ± 17.3807
Mean absolute error
0.08 ± 0.0074
Mean prior absolute error
0.4935 ± 0
Number of instances
11055
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.939 ± 0.0092
Per class
Predictive accuracy
0.9388 ± 0.0092
Prior entropy
0.9906
Recall
0.9388 ± 0.0092
Per class
Relative absolute error
0.1621 ± 0.015
Root mean prior squared error
0.4967 ± 0
Root mean squared error
0.2122 ± 0.016
Root relative squared error
0.4271 ± 0.0322
SciMark benchmark
1495.5392