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Level check: models, metrics, and method

Eight questions covering epochs and loss curves, choosing a model, your own drawings, saving, baselines, exporting predictions, and the method writeup.

8 questions. You need 75% to pass, and you can retake it as many times as you want.

1

What is one training epoch?

2

Training loss falls while development loss rises. What should you investigate?

3

Development performance was best at epoch 7. Which model should face the final test?

4

Your recognizer struggles with your drawings. What should you check first?

5

How can you check that saving and reloading preserved a model?

6

Your accuracy is 96%; an always-A baseline scores 97%. What is missing?

7

Your output has the right row count but renumbered IDs. Is it ready?

8

Which method writeup supports reproduction?

0 of 8 answered