Accuracy, Precision, Recall, F1?
More often than not, when I talk to my colleagues about a new model or algorithm for a machine learning problem, I often get asked “How accurate is the model?” and “How do you validate the behaviours of the model?”. Luckily, for many of the tasks I had to deal with…