Run
7105960

Run 7105960

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)_eta0.524158215053487
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight23.2770989226528
mlr.classif.xgboost(9)_subsample0.237560537015088
mlr.classif.xgboost(9)_colsample_bytree0.87682467373088
mlr.classif.xgboost(9)_colsample_bylevel0.389908807585016
mlr.classif.xgboost(9)_lambda88.3435816535178
mlr.classif.xgboost(9)_alpha3.13198843154379
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds358
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
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1066.4125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1513
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.7836
UserCPU time millis
705.421
UserCPU time millis testing
1.013
UserCPU time millis training
704.408