Run
6732194

Run 6732194

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)_eta0.00452194763510606
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight11.6224179791671
mlr.classif.xgboost(9)_subsample0.632476425170898
mlr.classif.xgboost(9)_colsample_bytree0.680665225256234
mlr.classif.xgboost(9)_colsample_bylevel0.534538422478363
mlr.classif.xgboost(9)_lambda0.948661318314248
mlr.classif.xgboost(9)_alpha0.212720449891737
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4443
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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2219.6426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0783
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.4143
UserCPU time millis
15629.692
UserCPU time millis testing
4.804
UserCPU time millis training
15624.888