Run
7984584

Run 7984584

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 17-10-2017 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.trees1250
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size15
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.317480930360034
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
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9098.361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0976
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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.7077
UserCPU time millis
51.809
UserCPU time millis testing
5.101
UserCPU time millis training
46.708