M5 · Did It Actually Work?
One Metric Per Task
Pick the one number your task is judged by, from the price of each kind of mistake.
Accuracy, precision, recall and F1 all describe the same three hundred posts. They do not agree on where to cut. Choosing the metric is choosing the answer.