Run
6734122

Run 6734122

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)_eta0.693972774128665
mlr.classif.xgboost(9)_min_child_weight6.75982944876389
mlr.classif.xgboost(9)_subsample0.775809237128124
mlr.classif.xgboost(9)_colsample_bytree0.314842361258343
mlr.classif.xgboost(9)_colsample_bylevel0.246836498845369
mlr.classif.xgboost(9)_lambda0.00100650679020035
mlr.classif.xgboost(9)_alpha34.0459733834425
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1469
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
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1752.245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
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
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.6725
UserCPU time millis
2349.694
UserCPU time millis testing
1.568
UserCPU time millis training
2348.126