Run
7459336

Run 7459336

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 06-09-2017 by OpenML_Bot R
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  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees470
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.376572336861864
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
0.6899
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.9345
Cross-validation details (10-fold Crossvalidation)
F measure
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3456.6955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2626
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
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.5987
Total cost
636550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1638.366
UserCPU time millis testing
44.595
UserCPU time millis training
1593.771