Gradient Descent, Machine Learning.
x: Probability of a sample belonging to the positive or negative class, as a function of the weights w. We can then use a clever way of expressing the loss as Cross entropy loss, where yi takes the value of 1 or -1. The loss will be summed across all samples of the dataset, leading to: Loss that