You work for the Microsoft Data Science team and you have been tasked with enhancing the Outlook with spam filtering capabilities that help filter inbound messages spam messages (i.e., spam messages should be directed to a Spam folder rather than the Inbox folder). Would you frame the problem of e-mail spam detection as a supervised learning problem or an unsupervised learning problem?
1) Supervised learning problem
2) Unsupervised learning problem