Run
7484921

Run 7484921

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.0405628040058798
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight13.6690327394154
mlr.classif.xgboost(9)_subsample0.563636396313086
mlr.classif.xgboost(9)_colsample_bytree0.575164289679378
mlr.classif.xgboost(9)_colsample_bylevel0.766570737585425
mlr.classif.xgboost(9)_lambda23.1467691359604
mlr.classif.xgboost(9)_alpha6.02131635073869
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds829
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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2009.8682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0955
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5871
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.6259
UserCPU time millis
2751.585
UserCPU time millis testing
1.75
UserCPU time millis training
2749.835