Run
8608134

Run 8608134

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-12-2017 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.trees1900
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.358645743667148
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
0.996
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
9655.0546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0697
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
0.1413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1602
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3225
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.6552
UserCPU time millis
100.63
UserCPU time millis testing
8.78
UserCPU time millis training
91.85