Run
572010

Run 572010

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(7)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(7)_openml.seed1
classif.blackboost(7)_openml.kindMersenne-Twister
classif.blackboost(7)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10115.4773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0417
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4111
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
260.895
UserCPU time millis testing
1.342
UserCPU time millis training
259.553