Run
8620062

Run 8620062

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.trees1744
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size77
mlr.classif.ranger(15)_sample.fraction0.540448173624463
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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3979.1032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.348
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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7284
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.0686
UserCPU time millis
51.26
UserCPU time millis testing
6.9
UserCPU time millis training
44.36