Run
7093341

Run 7093341

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0812441533126396
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.15044668536182
mlr.classif.xgboost(9)_subsample0.131426173797809
mlr.classif.xgboost(9)_colsample_bytree0.23381083435379
mlr.classif.xgboost(9)_colsample_bylevel0.272563974605873
mlr.classif.xgboost(9)_lambda965.808153924063
mlr.classif.xgboost(9)_alpha0.123850988070932
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1268
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
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
843.8571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1942
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
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.7924
UserCPU time millis
1873.42
UserCPU time millis testing
1.652
UserCPU time millis training
1871.768