RT @DJGould94: https://t.co/pPitrSECfj A deep dive into some prominent confusion matrix-based metrics used to evaluate binary classifiers.…
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Thanks @DJGould94 ! This is part of a series of papers that @DavideChicco_it and I wrote to compare MCC with other metrics. The first one is https://t.co/Y1nY9bXXCo, dealing with Accuracy and F1, while later other measures followed, and the series is not
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https://t.co/pPitrSECfj A deep dive into some prominent confusion matrix-based metrics used to evaluate binary classifiers. MCC comes out on top but not necessarily in every situation. This paper provides excellent guidance on metric selection @DavideChi
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RT @rasbt: The following is based on the follow-up paper that the authors sent me: "The Matthews correlation coefficient (MCC) is more reli…