Run
6845048

Run 6845048

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.125096810469504
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.22397860855351
mlr.classif.xgboost(9)_subsample0.840846964390948
mlr.classif.xgboost(9)_colsample_bytree0.411727964412421
mlr.classif.xgboost(9)_colsample_bylevel0.462620510254055
mlr.classif.xgboost(9)_lambda35.0579569330588
mlr.classif.xgboost(9)_alpha9.19756273778791
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4478
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2542.4891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0568
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.357
UserCPU time millis
8485.305
UserCPU time millis testing
2.853
UserCPU time millis training
8482.452