Notes on Backpropagation
sum-of-squared loss function). With this combination, the output prediction is always between zero and one, and is interpreted as a probability. Training corresponds to maximizing the conditional log-likelihood of the data, and as we will see, the gradient calculation simplifies nicely with this combination.
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