Run
8586578

Run 8586578

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 29-11-2017 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.trees1273
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size1522
mlr.classif.ranger(9)_sample.fraction0.270057809702121
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
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6308.8182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2373
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
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2926
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5891
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.5846
UserCPU time millis
14.911
UserCPU time millis testing
1.81
UserCPU time millis training
13.101