Run
7447193

Run 7447193

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.043401123922885
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight6.57085663317331
mlr.classif.xgboost(9)_subsample0.854614793974906
mlr.classif.xgboost(9)_colsample_bytree0.205541993724182
mlr.classif.xgboost(9)_colsample_bylevel0.160376409534365
mlr.classif.xgboost(9)_lambda2.172174989462
mlr.classif.xgboost(9)_alpha0.57235340239651
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2384
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
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2308.8197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0725
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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5191
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.5032
UserCPU time millis
3550.67
UserCPU time millis testing
2.249
UserCPU time millis training
3548.421