Run
8500438

Run 8500438

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees522
mlr.classif.ranger(15)_mtry23
mlr.classif.ranger(15)_min.node.size220
mlr.classif.ranger(15)_sample.fraction0.38587292553857
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
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8722.0853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.455
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.2119
UserCPU time millis
33.02
UserCPU time millis testing
1.42
UserCPU time millis training
31.6