Run
8470257

Run 8470257

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-11-2017 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.trees1855
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size29
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.536141039012
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2301.5526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0756
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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.9149
UserCPU time millis
1129.678
UserCPU time millis testing
36.688
UserCPU time millis training
1092.99