Run
566801

Run 566801

Task 10093 (Supervised Classification) banknote-authentication Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(6)Learner classif.glmboost from package(s) mboost.
classif.glmboost(6)_openml.seed1
classif.glmboost(6)_openml.kindMersenne-Twister
classif.glmboost(6)_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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1259.9967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0401
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4029
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.783
UserCPU time millis testing
0.028
UserCPU time millis training
0.755