Run
7076766

Run 7076766

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00258830561215103
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight10.8633447190177
mlr.classif.xgboost(9)_subsample0.522434778697789
mlr.classif.xgboost(9)_colsample_bytree0.343539717840031
mlr.classif.xgboost(9)_colsample_bylevel0.60642877034843
mlr.classif.xgboost(9)_lambda1.28412285595298
mlr.classif.xgboost(9)_alpha0.0037999585353203
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3115
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
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2003.077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0972
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.3286
UserCPU time millis
7550.77
UserCPU time millis testing
3.567
UserCPU time millis training
7547.203