The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation https://t.co/YFlyEVwg0Q #Classification #MachineLearning
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If you want to score your model with a statistical metric, use MCC - it’s the most difficult to „please” and balances precision/recall way better than F1. Whenever I score with Sharpe/Sortino, I always check MCC as a support to analyze accuracy. https://t.
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RT @rasbt: Reading ML bio literature, I noticed Matthews correlation coefficient (vs other metrics for assessing ML classifiers) is quite p…
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RT @rasbt: Reading ML bio literature, I noticed Matthews correlation coefficient (vs other metrics for assessing ML classifiers) is quite p…