Run
7058445

Run 7058445

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)_eta0.181784249308549
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.72274150574324
mlr.classif.xgboost(9)_subsample0.75802519118879
mlr.classif.xgboost(9)_colsample_bytree0.749830025713891
mlr.classif.xgboost(9)_colsample_bylevel0.521007280098274
mlr.classif.xgboost(9)_lambda0.00523370449281144
mlr.classif.xgboost(9)_alpha0.00787424185895622
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3375
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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2696.6506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0373
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
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.9001
UserCPU time millis
9203.527
UserCPU time millis testing
3.518
UserCPU time millis training
9200.009