Run
7379541

Run 7379541

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 06-09-2017 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.trees552
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.18896308678668
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.6979
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.3009
Cross-validation details (10-fold Crossvalidation)
F measure
0.7668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2732.4096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2633
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
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.94
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.0292
Total cost
651190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
703.825
UserCPU time millis testing
39.8
UserCPU time millis training
664.025