get_test_auc: Test ROC-AUC
In wilsontom/modelmisc: Miscellaneous tools for modelling
Description
Clculate the ROC-AUC using a training model and independant test-data. If classification is multinomial, then Hand and Till's (2001) method for multi-class AUC is used. If
classification is binary, then the standard ROC-AUC apprach is used.
Usage
1
get_test_auc(train_model, test_data, test_cls)
Arguments
train_model
a training model
test_data
a data.frame of data for test predictions
test_cls
a vector of class labels for test_data
wilsontom/modelmisc documentation built on Nov. 22, 2019, 12:22 a.m.
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Description
Clculate the ROC-AUC using a training model and independant test-data. If classification is multinomial, then Hand and Till's (2001) method for multi-class AUC is used. If classification is binary, then the standard ROC-AUC apprach is used.
Usage
1 | get_test_auc(train_model, test_data, test_cls)
|
Arguments
train_model |
a training model |
test_data |
a |
test_cls |
a vector of class labels for |
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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