OpenML
6357137

Run 6357137

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)_eta0.0024454157211118
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight18.9452979338809
mlr.classif.xgboost(9)_subsample0.450988074764609
mlr.classif.xgboost(9)_colsample_bytree0.647417786763981
mlr.classif.xgboost(9)_colsample_bylevel0.411445539211854
mlr.classif.xgboost(9)_lambda11.596828567945
mlr.classif.xgboost(9)_alpha0.0241324491283424
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2629
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
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.7037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3613
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
0.7181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1344.753
UserCPU time millis
107.796
UserCPU time millis testing
0.58
UserCPU time millis training
107.216