Run
6847357

Run 6847357

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)_eta0.0769241829239666
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.48257310579023
mlr.classif.xgboost(9)_subsample0.939619590481743
mlr.classif.xgboost(9)_colsample_bytree0.408266872633249
mlr.classif.xgboost(9)_colsample_bylevel0.991501322481781
mlr.classif.xgboost(9)_lambda2.54776525126904
mlr.classif.xgboost(9)_alpha2.46629310859716
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4869
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2716.7946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0398
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
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4094
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.0206
UserCPU time millis
17133.54
UserCPU time millis testing
4.605
UserCPU time millis training
17128.935