Run
7326662

Run 7326662

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.380144108894933
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight54.8719307455931
mlr.classif.xgboost(9)_subsample0.73327710092999
mlr.classif.xgboost(9)_colsample_bytree0.356626389082521
mlr.classif.xgboost(9)_colsample_bylevel0.602450947742909
mlr.classif.xgboost(9)_lambda6.58273781413109
mlr.classif.xgboost(9)_alpha0.00752906873386215
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds82
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
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1197.6776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1428
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.8012
UserCPU time millis
181.556
UserCPU time millis testing
1.006
UserCPU time millis training
180.55