Run
7504742

Run 7504742

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-09-2017 by OpenML_Bot R
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  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees190
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_sample.fraction0.527321954630315
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
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.745
Cross-validation details (10-fold Crossvalidation)
F measure
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3825.7312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2627
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.8824
Total cost
628980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1233.265
UserCPU time millis testing
19.891
UserCPU time millis training
1213.374