Run
8559446

Run 8559446

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 25-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees928
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size838
mlr.classif.ranger(16)_sample.fraction0.679837946593761
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8318.654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1315
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
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.2626
UserCPU time millis
40.007
UserCPU time millis testing
1.759
UserCPU time millis training
38.248