Run
6509513

Run 6509513

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 30-08-2017 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)_eta0.701503953259425
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.28388466265648
mlr.classif.xgboost(9)_subsample0.605642444663681
mlr.classif.xgboost(9)_colsample_bytree0.670493416721001
mlr.classif.xgboost(9)_colsample_bylevel0.230026494711637
mlr.classif.xgboost(9)_lambda84.7100907829281
mlr.classif.xgboost(9)_alpha0.099635870887167
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2058
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2700.4299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395
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
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4231
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.3259
UserCPU time millis
4820.735
UserCPU time millis testing
2.806
UserCPU time millis training
4817.929