Run
8606648

Run 8606648

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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees639
mlr.classif.ranger(16)_mtry24
mlr.classif.ranger(16)_min.node.size38
mlr.classif.ranger(16)_sample.fraction0.555179321509786
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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9389.2519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0806
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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1021.9966
UserCPU time millis
83.594
UserCPU time millis testing
3.437
UserCPU time millis training
80.157