A screening model is tested on chest scans. The condition it looks for is present in of them.
The results come back as a confusion matrix:
| model says diseased | model says healthy | |
|---|---|---|
| truly diseased | ||
| truly healthy |
A colleague points out that there is a second model available for free: one that ignores the scan entirely and answers "healthy" every single time.
Both models are scored on this same set of scans. What is the right conclusion to draw from comparing them?
Select all that apply.