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compare learners for multiclass classification
Learner III
Hello forum members,
I'm looking for a method to compare several learners for multiclass classification. Until now I have only worked with binominal label, now there are four classes. So the ROC-Comparison can't be used. The only other comparison method I know is to test all learners with X-Validation and compare the classification accuracies.
Does someone know a better method?
My data has one special attribute: the polynominal label (4 classes), 125 regular attributes and 102587 examples.
Thank you for reading!
Kind regards,
Deborah
I'm looking for a method to compare several learners for multiclass classification. Until now I have only worked with binominal label, now there are four classes. So the ROC-Comparison can't be used. The only other comparison method I know is to test all learners with X-Validation and compare the classification accuracies.
Does someone know a better method?
My data has one special attribute: the polynominal label (4 classes), 125 regular attributes and 102587 examples.
Thank you for reading!
Kind regards,
Deborah
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