Please show the answer step by step, thx!!! What is the main purpose of using Dropout...

Question

Question

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

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

engineering Computer-Science

Answer 1

Answer #1

Option c is the best suited option.

To avoid over fitting.

Reference:

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

If you have any questions comment down and please upvote thanks

Answer 2

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