Run
8372042

Run 8372042

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1523
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size33
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.214988333708607
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
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.0789
Cross-validation details (10-fold Crossvalidation)
F measure
0.7712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2527.2469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
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
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9586
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.0921
Total cost
642320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6141.263
UserCPU time millis testing
104.843
UserCPU time millis training
6036.42