Run
8665919

Run 8665919

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 22-12-2017 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.trees1364
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size291
mlr.classif.ranger(9)_sample.fraction0.719418647466227
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
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.4311
Cross-validation details (10-fold Crossvalidation)
F measure
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2211.692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2603
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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.5975
Total cost
656390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
828.755
UserCPU time millis testing
21.025
UserCPU time millis training
807.73