Run
8559447

Run 8559447

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 25-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees975
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size29
mlr.classif.ranger(16)_sample.fraction0.559570364840329
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9436.9234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0788
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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.7665
UserCPU time millis
68.815
UserCPU time millis testing
3.209
UserCPU time millis training
65.606