How should a metric change when it fails to penalize a serious mistake?

True or False: Giving a larger penalty to especially serious mistakes can make an evaluation metric better reflect the actual project goal.

To make a metric reflect an unacceptable mistake, you can redesign it to heavily _____ that mistake.

How should an evaluation metric be changed when it misses the real cost of certain mistakes?

A Metric Can Be Adjusted to Reflect the Real Goal

Strengthening a Metric Around a Critical Mistake

Match each term to its definition when revising an evaluation score that rewards the wrong behavior.

Order the steps for correcting a metric that rewards the wrong classifier behavior.

Which example illustrates changing a metric to strongly penalize an unacceptable error?

If a metric misses the real objective, weighting every mistake the same usually fixes it.

Changing a metric to penalize unacceptable mistakes is a way to fix a metric that rewards the wrong project _____.

Match each case to its role in changing a metric so it punishes severe mistakes.

Order the steps for revising a metric to reflect a serious error.

Designing a cost-sensitive metric for high-risk classification errors

Choosing a Metric for a Moderation System with Severe Mistakes

How to Repair a Metric That Misses Critical Errors