Run
6812293

Run 6812293

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0109961301974173
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight6.98898110949367
mlr.classif.xgboost(9)_subsample0.563033384596929
mlr.classif.xgboost(9)_colsample_bytree0.284597949357703
mlr.classif.xgboost(9)_colsample_bylevel0.721644756617025
mlr.classif.xgboost(9)_lambda0.00109863586851917
mlr.classif.xgboost(9)_alpha325.293458615709
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3355
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3625.6404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.325
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.519
UserCPU time millis
5896.773
UserCPU time millis testing
2.485
UserCPU time millis training
5894.288