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MMLU-Pro / 10664 / Statement 1| The ID3 algorithm is guaranteed to find the optimal decision tree.…

Problem

Answer published by the source. Consult the official source to check your work against its answer.

question

Statement 1| The ID3 algorithm is guaranteed to find the optimal decision tree. Statement 2| Consider a continuous probability distribution with density f() that is nonzero everywhere. The probability of a value x is equal to f(x).

category

computer science

options

  1. True, True for a given data set
  2. False, True
  3. True, False
  4. False, False unless specific conditions are met.
  5. False, True only for discrete probability distributions
  6. False, False
  7. True, False only for specific continuous probability distributions
  8. True, True only under certain conditions
  9. False, True only when the optimal decision tree is defined in a specific way
  10. True, True

src

ori_mmlu-machine_learning

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Source and history

upstream_id / Original problem ID
10664
task_id
3e7ce1b4-dd0f-564f-b4fa-a94af2b88312
task_key
default--test--10664
task_revision_id
1
config / split
default / test

Official source

initial import