Run
8658731

Run 8658731

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.trees1605
mlr.classif.ranger(16)_mtry15
mlr.classif.ranger(16)_min.node.size137
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.648640889395028
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8996.804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0992
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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.42
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.3914
UserCPU time millis
82.341
UserCPU time millis testing
4.674
UserCPU time millis training
77.667