Machine Learning, Data Science, Loss Function, Regression, Classification.
the sigmoid function is [0, 1] which makes it suitable for calculating probability. Try to find the gradient yourself and then look at the code for the update_weight function below. I got the below plot on using the weight update rule for 1000 iterations with different values of alpha: 2. Hinge