In this quick read, the article’s author Raymond Willey notes that, in most classification tasks, the general aim is to simply maximize some measure of accuracy, whether it’s an F1 Score, Balanced Accuracy, etc. Of course, in these cases, we seek to understand the errors for the sole purpose of minimizing their frequency in the…