Short Answer

Logistic regression performance with large data

Question: What happens to the learning curve of an older algorithm like logistic regression as you accumulate massive amounts of data?

Sample answer: The learning curve of an older algorithm like logistic regression typically "flattens out" or plateaus, meaning it stops improving even with more data.

Key points:

  • The learning curve flattens out.
  • The performance plateaus.
  • It stops improving with more data.

Rubric: The answer must mention that the learning curve flattens out, plateaus, or that the algorithm stops improving.

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Updated 2026-06-19

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