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

question 33

Multiple Choice

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.

---

Definitions:

Mexican Americans

People of Mexican descent living in the United States, often retaining cultural, linguistic, and historical ties to Mexico.

Funeral Traditions

Customary practices and ceremonies performed to honor and remember the deceased.

Ritualistic Acts

Behaviors performed in a prescribed manner, often with symbolic significance, common in religious, cultural, and social practices.

Caregiver

An individual who provides care, often emotional, physical, or logistical support, to someone who is unable to fully care for themselves.