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function is 0, then there is a possibility that the function is neither concave nor convex. But, let’s not worry too much about it! A Visual Look at BCE for Logistic Regression: The binary cross entropy function for logistic regression is given by… Figure — 41: Binary Cross Entropy Loss Now, we