Run
8765869

Run 8765869

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees45
mlr.classif.ranger(9)_mtry29
mlr.classif.ranger(9)_min.node.size976
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.64834310321603
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8312.649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1299
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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1904.5709
UserCPU time millis
4.676
UserCPU time millis testing
0.125
UserCPU time millis training
4.551