Run
5877031

Run 5877031

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 13-07-2017 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)_eta0.225038900855879
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight17.5605915666855
mlr.classif.xgboost(9)_subsample0.61989101159852
mlr.classif.xgboost(9)_colsample_bytree0.800583804259077
mlr.classif.xgboost(9)_colsample_bylevel0.471089945407584
mlr.classif.xgboost(9)_lambda8.69219111038071
mlr.classif.xgboost(9)_alpha0.0354096800243402
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds250
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
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2092.5938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0867
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
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.1598
UserCPU time millis
780.176
UserCPU time millis testing
1.15
UserCPU time millis training
779.026