Run
7352890

Run 7352890

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)_eta0.0617818951727719
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight96.7866669651206
mlr.classif.xgboost(9)_subsample0.895375595148653
mlr.classif.xgboost(9)_colsample_bytree0.83000612584874
mlr.classif.xgboost(9)_colsample_bylevel0.568700049072504
mlr.classif.xgboost(9)_lambda0.00749478922431882
mlr.classif.xgboost(9)_alpha0.0759831164869872
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4820
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
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1061.4068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1519
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7596
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1182
UserCPU time millis
13553.28
UserCPU time millis testing
3.166
UserCPU time millis training
13550.114