Run
8505697

Run 8505697

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees929
mlr.classif.ranger(15)_mtry18
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.505077446228825
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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9960.92
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0535
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
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.0207
UserCPU time millis
97.03
UserCPU time millis testing
4.07
UserCPU time millis training
92.96