OpenML
8222717

Run 8222717

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.trees828
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size123
mlr.classif.ranger(9)_sample.fraction0.552723677223548
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8947.2855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.102
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
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.422
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1823.4313
UserCPU time millis
31.873
UserCPU time millis testing
1.975
UserCPU time millis training
29.898