Run
6336251

Run 6336251

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 28-08-2017 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.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.524054707815647
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.48961656219123
mlr.classif.xgboost(9)_subsample0.545083082350902
mlr.classif.xgboost(9)_colsample_bytree0.499151736497879
mlr.classif.xgboost(9)_colsample_bylevel0.979289453011006
mlr.classif.xgboost(9)_lambda0.357390059247897
mlr.classif.xgboost(9)_alpha0.454051748013349
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds917
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1602.536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2408
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
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0392
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9602
UserCPU time millis
836.764
UserCPU time millis testing
14.878
UserCPU time millis training
821.886