Run
6902436

Run 6902436

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.00620448487830099
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.49572631239764
mlr.classif.xgboost(9)_subsample0.453368584509008
mlr.classif.xgboost(9)_colsample_bytree0.728696687845513
mlr.classif.xgboost(9)_colsample_bylevel0.00436747865751386
mlr.classif.xgboost(9)_lambda1.1829212908212
mlr.classif.xgboost(9)_alpha0.0079967393958772
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1221
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
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
535.8938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2166
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
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.5914
UserCPU time millis
1771.248
UserCPU time millis testing
1.43
UserCPU time millis training
1769.818