Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers.
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DOI: 10.12688/f1000research.110567.2
Abstract: Conventional binary classification performance metrics evaluate either general measures (accuracy, F score) or specific aspects (precision, recall) of a model's classifying ability. As such, these metrics, derived from the model's confusion matrix, provide crucial insight… read more here.
Keywords: classification performance; formal definition; performance metrics; mars method ... See more keywords