Run
6699740

Run 6699740

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 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)_eta0.00613212336545888
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight8.84316684067237
mlr.classif.xgboost(9)_subsample0.913118763384409
mlr.classif.xgboost(9)_colsample_bytree0.28502947720699
mlr.classif.xgboost(9)_colsample_bylevel0.960544754751027
mlr.classif.xgboost(9)_lambda0.951548080010026
mlr.classif.xgboost(9)_alpha0.00354146557946452
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds433
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1832.5216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1242
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5651
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.8268
UserCPU time millis
1910.201
UserCPU time millis testing
1.543
UserCPU time millis training
1908.658