Machine Learning, Deep Learning, Mathematics, Data Science, Neural Networks.
issue with this. When we are considering probabilities for multiple classes, we need to ensure that the sum of all the individual probabilities is equal to one, since that is how probability is defined. Applying sigmoid does not ensure that the sum is always equal to one, hence we need to use