Question: True or False: Batch Gradient Descent computes the gradient based on all units in the population before updating the parameter. Batch-Sequential Gradient Descent is a

True or False:

  1. Batch Gradient Descent computes the gradient based on all units in the population before updating the parameter.
  2. Batch-Sequential Gradient Descent is a deterministic algorithm.
  3. In batch-Stochastic gradient descent, in each iteration we randomly construct a batch and then perform one step of gradient descent using that batch.
  4. If an attribute is Fisher consistent then the sample error should be zero

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