Run
8705831

Run 8705831

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 27-12-2017 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.trees1758
mlr.classif.ranger(16)_mtry12
mlr.classif.ranger(16)_min.node.size7
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.62108897625003
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9848.9852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0591
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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3106
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.0842
UserCPU time millis
124.528
UserCPU time millis testing
7.415
UserCPU time millis training
117.113