Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
This time we use sigmoid function to map the linear model’s output to a range of (0,1), because mean of Bernoulli should be in this range. Sigmoid function Cross-Entropy Loss Function The loss function defined above is known as Cross-Entropy loss function and widely used in classification problems,