Run
8606492

Run 8606492

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.trees782
mlr.classif.ranger(16)_mtry27
mlr.classif.ranger(16)_min.node.size394
mlr.classif.ranger(16)_sample.fraction0.871682864241302
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
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8642
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8831.2418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1061
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
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9329
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9329
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2149
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
1086.0114
UserCPU time millis
114.541
UserCPU time millis testing
2.985
UserCPU time millis training
111.556