Run
7932053

Run 7932053

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rda.imputed.preproc(1)Learner mlr.classif.rda.imputed.preproc from package(s) klaR.
mlr.classif.rda.imputed.preproc(1)_estimate.errorFALSE
mlr.classif.rda.imputed.preproc(1)_openml.seed1
mlr.classif.rda.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rda.imputed.preproc(1)_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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9691.8979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4309
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
404.504
UserCPU time millis testing
0.923
UserCPU time millis training
403.581