Run
8617788

Run 8617788

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 05-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1452
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size274
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.603626835416071
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8611.0508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
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
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1622.5183
UserCPU time millis
57.89
UserCPU time millis testing
3.82
UserCPU time millis training
54.07