Run
8620090

Run 8620090

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.trees846
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size21
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.58976299490314
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4607.6482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3221
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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6803
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.6872
UserCPU time millis
22.94
UserCPU time millis testing
2.17
UserCPU time millis training
20.77