Run
6217178

Run 6217178

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 27-08-2017 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)_eta0.330316751072113
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight2.54507591880276
mlr.classif.xgboost(9)_subsample0.832195629761554
mlr.classif.xgboost(9)_colsample_bytree0.814339004456997
mlr.classif.xgboost(9)_colsample_bylevel0.29261235636659
mlr.classif.xgboost(9)_lambda46.5140442790473
mlr.classif.xgboost(9)_alpha0.00176396994388435
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4023
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
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2672.0074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0415
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.0481
UserCPU time millis
9954.748
UserCPU time millis testing
4.474
UserCPU time millis training
9950.274