Run
7136262

Run 7136262

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)_eta0.010910096104172
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight7.14029004455304
mlr.classif.xgboost(9)_subsample0.961299934145063
mlr.classif.xgboost(9)_colsample_bytree0.37000609212555
mlr.classif.xgboost(9)_colsample_bylevel0.326311374315992
mlr.classif.xgboost(9)_lambda16.3959290126254
mlr.classif.xgboost(9)_alpha0.57284753521639
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1930
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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2311.2475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0731
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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1777
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.9898
UserCPU time millis
4065.434
UserCPU time millis testing
2.707
UserCPU time millis training
4062.727