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non-linear. The sigmoid function makes the relationship between the weights and errors very complex. Unlocking the Power of Concave and Convex Functions in Machine Learning | by Towards AI Editorial Team | Feb, 2023 | Towards AI Proof of Non-convexity of the Mean Squared Error function for Logistic