Run
7021681

Run 7021681

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.03029832984238
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight1.0936049459591
mlr.classif.xgboost(9)_subsample0.157992745609954
mlr.classif.xgboost(9)_colsample_bytree0.104975779773667
mlr.classif.xgboost(9)_colsample_bylevel0.928277444792911
mlr.classif.xgboost(9)_lambda119.801844940196
mlr.classif.xgboost(9)_alpha0.66472785649221
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2928
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1905.1179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1092
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
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6036
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.0005
UserCPU time millis
5059.287
UserCPU time millis testing
3.871
UserCPU time millis training
5055.416