Run
7489267

Run 7489267

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 07-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 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.trees197
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_sample.fraction0.961834347108379
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
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4232.5477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
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
0.779
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
0.9371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.0649
UserCPU time millis
2627.564
UserCPU time millis testing
25.35
UserCPU time millis training
2602.214