Run
2089237

Run 2089237

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 30-04-2017 by OpenML_Bot R
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  • mlrRandomBot referenceV1 sciBenchV1.0
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Flow

mlr.classif.ranger(11)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(11)_num.trees2000
mlr.classif.ranger(11)_respect.unordered.factorsTRUE
mlr.classif.ranger(11)_num.threads1
mlr.classif.ranger(11)_verboseFALSE
mlr.classif.ranger(11)_openml.seed1
mlr.classif.ranger(11)_openml.kindMersenne-Twister
mlr.classif.ranger(11)_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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9490.3829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0789
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
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3316
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1969.028
UserCPU time millis
85.73
UserCPU time millis testing
7.37
UserCPU time millis training
78.36