Run
8670299

Run 8670299

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 24-12-2017 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.trees1589
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size786
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.681774005293846
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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8373.0058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1279
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
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1768.8022
Total cost
UserCPU time millis
62.369
UserCPU time millis testing
3.188
UserCPU time millis training
59.181