Run
7422789

Run 7422789

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 06-09-2017 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.trees177
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.845247545070015
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
0.6623
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.2641
Cross-validation details (10-fold Crossvalidation)
F measure
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4379.742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2599
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
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9922
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.5824
Total cost
609770
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2838.238
UserCPU time millis testing
23.343
UserCPU time millis training
2814.895