Run
8658722

Run 8658722

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 17-12-2017 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.trees1822
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_sample.fraction0.544970664056018
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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9806.1782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0613
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
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3154
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.8804
UserCPU time millis
136.013
UserCPU time millis testing
6.857
UserCPU time millis training
129.156