Run
8608111

Run 8608111

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-12-2017 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.trees79
mlr.classif.ranger(15)_mtry30
mlr.classif.ranger(15)_min.node.size54
mlr.classif.ranger(15)_sample.fraction0.73434305312112
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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9398.0695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0797
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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.38
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1480.0971
UserCPU time millis
14.07
UserCPU time millis testing
0.26
UserCPU time millis training
13.81