A healthcare organization is developing a machine aws video
machine-learning video for a healthcare organization is developing a machine learning model to predict whether patients are at risk of developing a rare but
Question 1
Be Honest
Answer
Full Certification Question
A healthcare organization is developing a machine learning model to predict whether patients are at risk of developing a rare but critical disease. Missing a patient with the disease (a false negative) could delay treatment and lead to severe consequences. However, incorrectly predicting the disease (a false positive) may result in unnecessary follow-up tests, which are less costly compared to missing an actual case. Which model characteristic should the healthcare organization prioritize to best meet its requirements?