AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 39

Question

A Machine Learning Specialist built an image classification deep learning model. However, the Specialist ran into an overfitting problem in which the training and testing accuracies were 99% and 75%, respectively. How should the Specialist address this issue and what is the reason behind it?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: The dropout rate at the flatten layer should be increased because the model is not generalized enough.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 39