Getting a low ROC AUC score but a high accuracy
To start with, saying that an AUC of 0.583 is “lower” than a score* of 0.867 is exactly like comparing apples with oranges. [* I assume your score is mean accuracy, but this is not critical for this discussion – it could be anything else in principle] According to my experience at least, most ML … Read more