Run
8577993

Run 8577993

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 27-11-2017 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.trees1353
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size552
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.945249246712774
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8569.8353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.12
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
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1805.0025
UserCPU time millis
51.709
UserCPU time millis testing
2.638
UserCPU time millis training
49.071