Run
7125204

Run 7125204

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.059712909688451
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight58.3392430445152
mlr.classif.xgboost(9)_subsample0.907862403383479
mlr.classif.xgboost(9)_colsample_bytree0.546206756029278
mlr.classif.xgboost(9)_colsample_bylevel0.592651637736708
mlr.classif.xgboost(9)_lambda0.78802831621855
mlr.classif.xgboost(9)_alpha0.134886457964855
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3845
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
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1483.5127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1239
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
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6973
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.5635
UserCPU time millis
9418.053
UserCPU time millis testing
2.853
UserCPU time millis training
9415.2