Run
6937610

Run 6937610

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.00939883510450094
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight10.8898814803617
mlr.classif.xgboost(9)_subsample0.493169544404373
mlr.classif.xgboost(9)_colsample_bytree0.288762126583606
mlr.classif.xgboost(9)_colsample_bylevel0.289917433867231
mlr.classif.xgboost(9)_lambda0.597586885708185
mlr.classif.xgboost(9)_alpha0.117259079128723
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds759
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
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1751.0034
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1215
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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.5021
UserCPU time millis
1338.826
UserCPU time millis testing
1.589
UserCPU time millis training
1337.237