Run
7463160

Run 7463160

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.423715825519365
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.69840203508769
mlr.classif.xgboost(9)_subsample0.757507595885545
mlr.classif.xgboost(9)_colsample_bytree0.558093038620427
mlr.classif.xgboost(9)_colsample_bylevel0.315203088102862
mlr.classif.xgboost(9)_lambda0.0032383461959641
mlr.classif.xgboost(9)_alpha0.00728992279840911
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3110
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
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2713.1629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.2599
UserCPU time millis
7403.999
UserCPU time millis testing
4.106
UserCPU time millis training
7399.893