Run
8607344

Run 8607344

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees235
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size41
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.364863685448654
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2739.3683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.1687
UserCPU time millis
253.313
UserCPU time millis testing
3.421
UserCPU time millis training
249.892