Run
8658689

Run 8658689

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 17-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees44
mlr.classif.ranger(16)_mtry11
mlr.classif.ranger(16)_min.node.size623
mlr.classif.ranger(16)_sample.fraction0.387770946323872
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7562.4664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1724
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
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5194
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.7883
UserCPU time millis
1.246
UserCPU time millis testing
0.119
UserCPU time millis training
1.127