Run
8472867

Run 8472867

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 04-11-2017 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.trees460
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_sample.fraction0.301544056809507
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
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.9783
Cross-validation details (10-fold Crossvalidation)
F measure
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3393.4343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2628
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.6841
Total cost
638300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1201.726
UserCPU time millis testing
47.814
UserCPU time millis training
1153.912