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MMLU-Pro / 10490 / Statement 1| The SVM learning algorithm is guaranteed to find the globally…

Problem

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

question

Statement 1| The SVM learning algorithm is guaranteed to find the globally optimal hypothesis with respect to its object function. Statement 2| After being mapped into feature space Q through a radial basis kernel function, a Perceptron may be able to achieve better classification performance than in its original space (though we can’t guarantee this).

category

computer science

options

  1. False, True
  2. True, False
  3. Statement 1 is False, Statement 2 is not applicable
  4. False, False
  5. Statement 1 is True, Statement 2 is not applicable
  6. True, True
  7. Statement 1 is partially True, Statement 2 is False
  8. Statement 1 and Statement 2 are both not applicable
  9. Statement 1 is not applicable, Statement 2 is False
  10. Statement 1 is not applicable, Statement 2 is True

src

ori_mmlu-machine_learning

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Source and history

upstream_id / Original problem ID
10490
task_id
fdf87ff5-cae1-5a67-85a6-56f8e3200c90
task_key
default--test--10490
task_revision_id
1
config / split
default / test

Official source

initial import