AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 94

Question

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.)

Accepted Answer

Correct answer: B, D, F. The correct answer is B, D, F. Option B: Choose a lower number of layers Option D: Enable dropout Option F: Enable early stopping.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 94