Run
1853440

Run 1853440

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 23-03-2017 by Philipp Probst
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Flow

mlr.classif.ranger(7)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(7)_num.trees112
mlr.classif.ranger(7)_mtry5
mlr.classif.ranger(7)_sample.fraction0.448219713196158
mlr.classif.ranger(7)_respect.unordered.factorsTRUE
mlr.classif.ranger(7)_num.threads1
mlr.classif.ranger(7)_verboseFALSE
mlr.classif.ranger(7)_openml.seed1
mlr.classif.ranger(7)_openml.kindMersenne-Twister
mlr.classif.ranger(7)_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.

17 Evaluation measures

Area under ROC curve
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.7895
Cross-validation details (10-fold Crossvalidation)
F measure
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3836.6639
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
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
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
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9675
Cross-validation details (10-fold Crossvalidation)
Total cost
630760
Cross-validation details (10-fold Crossvalidation)