Run
7156209

Run 7156209

Task 6566 (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)_eta0.0470151323646629
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight4.56058585063559
mlr.classif.xgboost(9)_subsample0.91849793063011
mlr.classif.xgboost(9)_colsample_bytree0.880268224980682
mlr.classif.xgboost(9)_colsample_bylevel0.724241491407156
mlr.classif.xgboost(9)_lambda0.0105041052328347
mlr.classif.xgboost(9)_alpha943.093397294055
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4955
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6669.0371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4569
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
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.5826
UserCPU time millis
12454.292
UserCPU time millis testing
2.056
UserCPU time millis training
12452.236