For PyTorch binary classification, you should encode the variable to predict using 0-1 encoding. The demo sets male = 0, female = 1. The order of the encoding is arbitrary. Because neural networks ...

A multi-class classification problem is one where the goal is to predict a discrete value where there are three or more possibilities. For example, you might want to predict the political leaning ...