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Cross-Entropy: A Measure of Surprise

this year medium (<30 mins) | Loss Functions Cross-Entropy Information Theory

Cross-entropy loss is fundamental for classification tasks. Let's build some intuition for its formulation. 1. **Definition**: For a binary classification problem, the binary cross-entropy (BCE)...