OpenML
8295942

Run 8295942

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 28-10-2017 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.trees1070
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size50
mlr.classif.ranger(13)_sample.fraction0.470987083250657
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
0.7009
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.3287
Cross-validation details (10-fold Crossvalidation)
F measure
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2134.724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
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
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.4097
Total cost
652300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2174.875
UserCPU time millis testing
77.15
UserCPU time millis training
2097.725