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Disclaimer: This post has been generated using generative AI and is currently being tested. Get started generating your own with Cohere.TL;DR:TL;DR: Most machine learning models are ill-calibrated due to the way they learn, but there are methods to fix this. Depending on the application, good calibration may be either indispensable or unnecessary. Inaccurate models can still be useful if they are well-calibrated.Summary:Machine learning is a powerful tool used to make predictions and decisions, ...