Run
6325446

Run 6325446

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.133231657496421
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight3.56758965051284
mlr.classif.xgboost(9)_subsample0.536872901325114
mlr.classif.xgboost(9)_colsample_bytree0.382705399068072
mlr.classif.xgboost(9)_colsample_bylevel0.627425481798127
mlr.classif.xgboost(9)_lambda0.112103203514516
mlr.classif.xgboost(9)_alpha0.152147490154841
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3404
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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2636.7465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0444
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
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4504
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.7692
UserCPU time millis
8355.216
UserCPU time millis testing
4.023
UserCPU time millis training
8351.193