Run
6357596

Run 6357596

Task 31 (Supervised Classification) credit-g Uploaded 29-08-2017 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)_eta0.0067161460312681
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight3.68033879268683
mlr.classif.xgboost(9)_subsample0.723591213976033
mlr.classif.xgboost(9)_colsample_bytree0.583576970268041
mlr.classif.xgboost(9)_colsample_bylevel0.581767583731562
mlr.classif.xgboost(9)_lambda319.522778527194
mlr.classif.xgboost(9)_alpha53.5518254912222
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds415
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
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5765
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-208.6501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.5086
UserCPU time millis
20.886
UserCPU time millis testing
0.11
UserCPU time millis training
20.776