Run
571658

Run 571658

Task 29 (Supervised Classification) credit-approval Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(8)Learner classif.glmboost from package(s) mboost.
classif.glmboost(8)_openml.seed1
classif.glmboost(8)_openml.kindMersenne-Twister
classif.glmboost(8)_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.

20 Evaluation measures

Area under ROC curve
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
490.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7583
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.113
UserCPU time millis testing
0.136
UserCPU time millis training
0.977