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Classifier evaluation with imbalanced datasets – Knowledge base of performance evaluation measures for binary classification models

A large number of bioinformatics studies are based on classification models. For instance, a classification model can be used to detect potential cancer patients from their blood samples. Performance evaluation of such model is critical to decide the most effective parameters and also to compare multiple models with the same functionality. The Receiver Operating Characteristics…
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