6. A tale of two models
Medical model Spam model
Spam (+)
Ham (-)
Sick (+)
Healthy (-)
False positive:
Healthy person
sent for more tests
False negative:
Spam email
sent to inbox
False negative:
Sick person
not treated
False positive:
Good email
sent to spam folder