Run
8608161

Run 8608161

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1070
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size52
mlr.classif.ranger(15)_sample.fraction0.612050594040193
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9175.0554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.092
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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1499.528
UserCPU time millis
53.37
UserCPU time millis testing
3.51
UserCPU time millis training
49.86