Run
7049937

Run 7049937

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.trees951
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.223469722736627
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
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7638
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1909.3518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2675
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
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9668
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.9296
Total cost
669680
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
641.978
UserCPU time millis testing
47.861
UserCPU time millis training
594.117