OpenML
8223927

Run 8223927

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees697
mlr.classif.ranger(9)_mtry28
mlr.classif.ranger(9)_min.node.size3524
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.545336488028988
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7393.7233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1778
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
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1742.7909
UserCPU time millis
12.983
UserCPU time millis testing
0.998
UserCPU time millis training
11.985