Run
7054628

Run 7054628

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees253
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.724055163422599
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
0.6733
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4498
Cross-validation details (10-fold Crossvalidation)
F measure
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3810.341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
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
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.8257
Total cost
617190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2482.583
UserCPU time millis testing
32.475
UserCPU time millis training
2450.108