Run
8620084

Run 8620084

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 06-12-2017 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.trees234
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.798623467888683
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
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9509.2048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0785
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
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1377.5838
UserCPU time millis
22.7
UserCPU time millis testing
1.2
UserCPU time millis training
21.5