Run
6386866

Run 6386866

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.00139847786286254
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight8.56380572285346
mlr.classif.xgboost(9)_subsample0.500952669559047
mlr.classif.xgboost(9)_colsample_bytree0.972807086771354
mlr.classif.xgboost(9)_colsample_bylevel0.760557639412582
mlr.classif.xgboost(9)_lambda115.827616166007
mlr.classif.xgboost(9)_alpha11.1469256514974
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2208
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
973.8116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1899
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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.3277
UserCPU time millis
11691.019
UserCPU time millis testing
2.603
UserCPU time millis training
11688.416