Question

Please show the answer step by step, thx!!!

1. What is the main purpose of using Dropout during training in a deep neural network? Select the one (1) best answer of the following:
2. 1. To speed up training
   2. To avoid underfitting
   3. To avoid overfitting
   4. To increase accuracy on the training set

Answer 1

Option c is the best suited option.

To avoid over fitting.

Reference:

https://machinelearningmastery.com/dropout-for-regularizing-deep-neural-networks/

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