The Supervised Learning card

Machine Learning

Supervised Learning

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Training a model on labeled examples so it learns to match inputs to known answers.

In real life

Showing an AI thousands of emails already labeled "spam" or "not spam" until it learns the difference.

Try it (2 minutes)

Teach a friend a made-up rule using examples only: show items labeled "blip" or "not blip" until they can guess.

Talk about it

Why does supervised learning need humans to label the answers first?

In the game

It costs 2 Data to play, and you can put it in your Training Set. It has Capability 3 (how hard it hits) and Trust 3 (how many Flags it can take), and scores 2 Tokens each time it Runs a Task. How to play