OpenML
6355785

Run 6355785

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)_eta0.168793222508767
mlr.classif.xgboost(9)_min_child_weight17.8836220228196
mlr.classif.xgboost(9)_subsample0.175699733989313
mlr.classif.xgboost(9)_colsample_bytree0.0934276559855789
mlr.classif.xgboost(9)_colsample_bylevel0.752267412142828
mlr.classif.xgboost(9)_lambda3.51191710294879
mlr.classif.xgboost(9)_alpha15.7468606000442
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds667
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
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5765
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-49.6646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4296
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
1.0226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.0232
UserCPU time millis
17.286
UserCPU time millis testing
0.074
UserCPU time millis training
17.212