Evaluation Metrics for the ML

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Today we are going to discuss the importance of evaluation metrics.However, before diving into the evaluation metrics. first, we need to understand the problem statement and which category it’s in supervised regression or classification. In the supervised binary classification problem, we used confusion <a href="https://hackernoon.com/tagged/matrix" target="_blank">matrix</a> to evaluate the model.