Which metrics would give you the most confidence in your model?

You are working on a binary classification ML algorithm that detects whether an image of a classified scanned document contains a company’s logo. In the dataset, 96% of examples don’t have the logo, so the dataset is very skewed.

Which metrics would give you the most confidence in your model?
A . F-score where recall is weighed more than precision
B. RMSE
C. F1 score
D. F-score where precision is weighed more than recall

View Answer

Answer: A