The primary mathematical reason for using a softmax function is to transform a vector of raw, unconstrained numerical scores, known as logits, into a probability distribution where each value is between zero and one and all values sum exactly to one. In a multi-class sentiment analysis model, the output layer produces a raw score for every possible category,....
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