Run
8448733

Run 8448733

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees727
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size261
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.793433949584141
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2123.8026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0955
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5184
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.0354
UserCPU time millis
296.127
UserCPU time millis testing
16.316
UserCPU time millis training
279.811