Run
8334968

Run 8334968

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees175
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size8
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.650200790702365
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
0.6721
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4135
Cross-validation details (10-fold Crossvalidation)
F measure
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3977.3212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2608
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
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.0203
Total cost
615740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1827.411
UserCPU time millis testing
22.711
UserCPU time millis training
1804.7