Run
8648550

Run 8648550

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 13-12-2017 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.trees259
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size285
mlr.classif.ranger(9)_sample.fraction0.394042646489106
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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8181.6246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1412
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
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4774
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.0974
UserCPU time millis
6.558
UserCPU time millis testing
0.446
UserCPU time millis training
6.112