Which of the following statements about the IMDb movie reviews dataset a), b) or c) is false?
A) The number of words per review varies, but the Keras requires all samples to have the same dimensions.
B) To use the IMDb dataset for deep learning, we need to restrict every review to the same number of words.
C) When performing the data preparation in Part (b), some reviews will need to be padded with additional data and others will need to be truncated.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

All of the statements A, B, and C are true. The Keras requires all samples to have the same dimensions, hence we need to restrict every review to the same number of words. This means when performing the data preparation, some reviews might need to be padded with additional data (if they have less than the required number of words) or truncated (if they have more than the required number of words).

Which of the Following Statements About the IMDb Movie Reviews