Câu 84: AWS Certified Machine Learning - Specialty (MLS-C01)

A health care company is planning to use neural networks to classify their X-ray images into normal and abnormal classes. The labeled data is divided into a training set of 1,000 images and a test set of 200 images. The initial training of a neural network model with 50 hidden layers yielded 99% accuracy on the training set, but only 55% accuracy on the test set. What changes should the Specialist consider to solve this issue? (Choose three.)

1. A. Choose a higher number of layers
2. B. Choose a lower number of layers — đáp án hiện tại
3. C. Choose a smaller learning rate
4. D. Enable dropout — đáp án hiện tại
5. E. Include all the images from the test set in the training set
6. F. Enable early stopping — đáp án hiện tại