Which method is commonly used to enhance a deep learning model's ability to…
2023
Which method is commonly used to enhance a deep learning model's ability to generalize while minimizing overfitting?
Answer: C. Implementing dropout regularization during training — Dropout regularization randomly disables a fraction of neurons during training. This reduces co-adaptation, improves generalization, and helps control…
- A.
Adding unlimited hidden layers to the network
- B.
Eliminating activation functions from neural network layers
- C.
Implementing dropout regularization during training
- D.
Training the model without a validation dataset
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Correct answer: C
Dropout regularization randomly disables a fraction of neurons during training. This reduces co-adaptation, improves generalization, and helps control overfitting.
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