Run
8505632

Run 8505632

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1790
mlr.classif.ranger(15)_mtry28
mlr.classif.ranger(15)_min.node.size184
mlr.classif.ranger(15)_sample.fraction0.906609807582572
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9100.0918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0933
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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.5502
UserCPU time millis
235.37
UserCPU time millis testing
7.77
UserCPU time millis training
227.6