Machine Learning, Deep Learning, Mathematics, Data Science, Neural Networks.
use for binary classification is called binary cross entropy (BCE). This function effectively penalizes the neural network for binary classification task. Let’s look at how this function looks. Binary Cross Entropy Loss Graphs As you can see, there are two separate functions, one for each value of