Run
7007986

Run 7007986

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees20
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.770315658161417
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
0.6561
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.1902
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4673.4833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2598
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
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9973
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.4801
Total cost
606820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
307.579
UserCPU time millis testing
3.601
UserCPU time millis training
303.978