Run
7428192

Run 7428192

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.trees8
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.492869182256982
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
0.6515
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.3462
Cross-validation details (10-fold Crossvalidation)
F measure
0.7777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5092.4371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2611
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8241
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.1605
Total cost
613050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.493
UserCPU time millis testing
1.21
UserCPU time millis training
34.283