OpenML
6355803

Run 6355803

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0101278769683668
mlr.classif.xgboost(9)_subsample0.71906883942429
mlr.classif.xgboost(9)_lambda104.338253074434
mlr.classif.xgboost(9)_alpha0.00290051506809111
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4941
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
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.4926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3677
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
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.8795
UserCPU time millis
138.356
UserCPU time millis testing
0.027
UserCPU time millis training
138.329