Run
6275120

Run 6275120

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.193828889648809
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight9.13599521123492
mlr.classif.xgboost(9)_subsample0.941147025534883
mlr.classif.xgboost(9)_colsample_bytree0.0826188465580344
mlr.classif.xgboost(9)_colsample_bylevel0.917869614204392
mlr.classif.xgboost(9)_lambda428.10171778842
mlr.classif.xgboost(9)_alpha35.8030100247509
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2589
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
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1758.1028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1208
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
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.643
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.5747
UserCPU time millis
4146.805
UserCPU time millis testing
2.288
UserCPU time millis training
4144.517