Run
7037109

Run 7037109

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.00344654259910081
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.15770405492056
mlr.classif.xgboost(9)_subsample0.769152625091374
mlr.classif.xgboost(9)_colsample_bytree0.704920722171664
mlr.classif.xgboost(9)_colsample_bylevel0.355410320917144
mlr.classif.xgboost(9)_lambda10.9507412648902
mlr.classif.xgboost(9)_alpha1.27201455077782
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds57
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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6161.143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.429
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.7807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.43
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2393
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.6504
UserCPU time millis
317.878
UserCPU time millis testing
1.032
UserCPU time millis training
316.846