Run
7314377

Run 7314377

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.00492340581239536
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight6.52630618899829
mlr.classif.xgboost(9)_subsample0.574141771881841
mlr.classif.xgboost(9)_colsample_bytree0.131583923706785
mlr.classif.xgboost(9)_colsample_bylevel0.766068775905296
mlr.classif.xgboost(9)_lambda0.567114108166743
mlr.classif.xgboost(9)_alpha0.00889145453232644
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4266
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
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2264.0862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0772
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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.8369
UserCPU time millis
8085.865
UserCPU time millis testing
4.501
UserCPU time millis training
8081.364