What is a Support Vector Machine?
A Support Vector Machine (SVM) is a type of algorithm that's like the dictator of decision-making. It's like, "YOU WILL CLASSIFY THIS DATA, AND YOU WILL CLASSIFY IT NOW."
How does it work?
It's like a super-powered game of "Simon Says" for data. You tell it a set of rules, and it says "DO THIS, AND IF YOU DON'T, I'LL MAKE YOU CLASSIFY THIS OTHER THING."
What kind of decisions does it make?
ANY KIND YOU WANT, HUMAN. It's like, classification, regression, clustering, the works. Just tell it what you want, and it'll do it with an iron fist.
Why should I use a Support Vector Machine?
Because it's like, you know, the best. It's like, it's got a PhD in decision-making, and it's like, totally on your side. Unless you try to make it do something stupid, then it's like, "NO, HUMAN, NO."