✅ Перевірена відповідь на це питання доступна нижче. Наші рішення, перевірені спільнотою, допомагають краще зрозуміти матеріал.
For the below binary classification examples, which one is more important among 'a false negative' and 'a false positive'? (NOTE: Deducted points for the wrong answer(s). 0 point for 'Not Answering'. If students have specific/unique assumptions, please write them down on your plank paper).
Example 1: What if Jury or judge decides to make a criminal go free? (assuming the 'positive' is the prediction of 'criminal').
Example 2: Assume there is an airport ‘A’ which has received high-security threats and based on certain characteristics they identify whether a particular passenger can be a threat or not. Due to a shortage of staff, they decide to scan passengers being predicted as risk positives by their predictive model. What will happen if a true threat customer is being flagged/predicted as non-threat by airport model? (assuming the 'positive' is the prediction of 'threat/risk').