Perceptron classification is arguably the most rudimentary machine learning (ML) technique. The perceptron technique can be used for binary classification, for example predicting if a person is male ...

For perceptron classification, it's much more convenient to encode the two possible class labels to predict as -1 and +1 instead of 0 and 1. Which class is encoded as -1 and which class is encoded as ...