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H13-311_V3.5 · Question #198

H13-311_V3.5 Question #198: Real Exam Question with Answer & Explanation

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Question

Global gradient descent algorithm, stochastic gradient descent algorithm and batch gradient descent algorithm are all gradient descent algorithms. The following is wrong about its advantages and disadvantages.

Options

  • AThe global gradient algorithm can find the minimum value of the loss function
  • BBatch gradient algorithm can solve the local minimum problem
  • CStochastic gradient algorithm can find the minimum value of the loss function
  • DThe convergence process of the global gradient algorithm is time-consuming

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