Run
7376101

Run 7376101

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.0677819586682978
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight13.1290783807879
mlr.classif.xgboost(9)_subsample0.758110520639457
mlr.classif.xgboost(9)_colsample_bytree0.325634860200807
mlr.classif.xgboost(9)_colsample_bylevel0.687585156876594
mlr.classif.xgboost(9)_lambda0.00277442598339277
mlr.classif.xgboost(9)_alpha30.6242076367058
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4684
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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1783.622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.118
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
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9445
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6279
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.3762
UserCPU time millis
8591.673
UserCPU time millis testing
2.644
UserCPU time millis training
8589.029