OpenML
8286746

Run 8286746

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 28-10-2017 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.trees562
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size543
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.710665604728274
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
0.6942
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6629
Cross-validation details (10-fold Crossvalidation)
F measure
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2372.9821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2617
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
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9342
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
1340.0715
Total cost
665650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1233.109
UserCPU time millis testing
31.783
UserCPU time millis training
1201.326