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.

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Definitions:

Network Externalities

The effect that an additional user of a good or service has on the value of that product to others, often increasing the product's value as the user base grows.

Game Console

A dedicated electronic device designed to play video games through a connection to a television or other display screen.

Highly Concentrated

Refers to a market structure where a small number of firms hold a large portion of the market share.

Natural Monopoly

A market condition where a single firm can provide goods or services to an entire market at a lower cost than two or more companies could, due to high fixed costs and significant economies of scale.