Run
6316970

Run 6316970

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)_eta0.201330457291979
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight17.9637063467722
mlr.classif.xgboost(9)_subsample0.516975841508247
mlr.classif.xgboost(9)_colsample_bytree0.795595811214298
mlr.classif.xgboost(9)_colsample_bylevel0.97616155189462
mlr.classif.xgboost(9)_lambda237.040880397391
mlr.classif.xgboost(9)_alpha70.3214890958391
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2715
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
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1289.5856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2563
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
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9556
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.0794
UserCPU time millis
1885.151
UserCPU time millis testing
20.96
UserCPU time millis training
1864.191