Early stopping should monitor a metric that:
Select an answer to reveal the explanation.
Short Explanation and Infographic
Early stop on validation metrics aligned to goals — not train loss alone.
Full explanation below image
Full Explanation
Wrong monitor metric yields wrong stop.