MLA-C01 · Question #18
MLA-C01 Question #18: Real Exam Question with Answer & Explanation
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Question
An ML engineer has trained a neural network by using stochastic gradient descent (SGD). The neural network performs poorly on the test set. The values for training loss and validation loss remain high and show an oscillating pattern. The values decrease for a few epochs and then increase for a few epochs before repeating the same cycle. What should the ML engineer do to improve the training process?
Options
- AIntroduce early stopping.
- BIncrease the size of the test set.
- CIncrease the learning rate.
- DDecrease the learning rate.
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