Run
7240600

Run 7240600

Task 6566 (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)_eta0.417907784178989
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight11.0760572781485
mlr.classif.xgboost(9)_subsample0.69863194481004
mlr.classif.xgboost(9)_colsample_bytree0.719153458019719
mlr.classif.xgboost(9)_colsample_bylevel0.1170736735221
mlr.classif.xgboost(9)_lambda22.3813392862652
mlr.classif.xgboost(9)_alpha0.210413355383702
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2061
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
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2289.1811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708
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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.2849
UserCPU time millis
3213.817
UserCPU time millis testing
1.955
UserCPU time millis training
3211.862