Which of the following statements a), b) or c) is false?
A) One-hot encoding converts data into arrays of 1.0s and 0.0s in which only one element is 1.0 and the rest are 0.0s.
B) For MNIST targets, the one-hot-encoded values will be 10-by-10 arrays representing the categories 0 through 9.
C) We know precisely which category each digit belongs to, so the categorical representation of a digit label will consist of a 1.0 at that digit's index and 0.0s for all the other elements.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

One-hot-encoding for MNIST targets would result in a 10-by-1 array, not a 10-by-10 array as stated in option B. The other statements, A and C, are both true. Option D would be correct if option B were edited to the correct statement.

Which of the Following Statements A), B) or C) Is