Run
7551139

Run 7551139

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.0190646387183713
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight7.98725588133972
mlr.classif.xgboost(9)_subsample0.160830034292303
mlr.classif.xgboost(9)_colsample_bytree0.196034920401871
mlr.classif.xgboost(9)_colsample_bylevel0.0737804051022977
mlr.classif.xgboost(9)_lambda0.0265625637725056
mlr.classif.xgboost(9)_alpha0.00268076504361849
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4040
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
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1044.7724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1626
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
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.1234
UserCPU time millis
6055.737
UserCPU time millis testing
2.419
UserCPU time millis training
6053.318