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Artificial Intelligence / Unit 8   AI 0408 short lesson, about 20 seconds

Grading Day

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The idea

A learned predictor is graded on examples it has never seen — the training score measures memory, and only the test score measures what was learned about the world.

In practice

Accuracy is the share of predictions that are right; the share that matters is the drawer's.

Where people slip

Perfect training scores are cheap — a learner can always get them by memorizing.

Your place on the trail

Every lesson rests on earlier ones and opens later ones. Tap any to jump.

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