Run
8294598

Run 8294598

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees21
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size92
mlr.classif.ranger(13)_sample.fraction0.179825311130844
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
0.6795
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.8063
Cross-validation details (10-fold Crossvalidation)
F measure
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2345.2136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2688
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
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9723
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.6907
Total cost
671380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.347
UserCPU time millis testing
2.523
UserCPU time millis training
23.824