Run
8620034

Run 8620034

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 06-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1393
mlr.classif.ranger(15)_mtry13
mlr.classif.ranger(15)_min.node.size282
mlr.classif.ranger(15)_sample.fraction0.859052297985181
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8783.6928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.11
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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.471
UserCPU time millis
117.94
UserCPU time millis testing
5.86
UserCPU time millis training
112.08