OpenML
6354886

Run 6354886

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)_eta0.0203611307594295
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight2.5705991100708
mlr.classif.xgboost(9)_subsample0.933279081177898
mlr.classif.xgboost(9)_colsample_bytree0.423113808734342
mlr.classif.xgboost(9)_colsample_bylevel0.526458371663466
mlr.classif.xgboost(9)_lambda2.24875704823704
mlr.classif.xgboost(9)_alpha0.0100815792317807
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3954
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
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.7193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2779
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
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.6312
UserCPU time millis
286.502
UserCPU time millis testing
1.96
UserCPU time millis training
284.542