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:

Accumulated Other Comprehensive Income

A component of shareholders' equity that includes unrealized gains and losses on certain types of investments, not recognized in the income statement.

Stock Dividends Distributable

A liability account that records the amount of dividends declared by the company to be paid out in the form of additional shares.

Retained Earnings

The portion of net income that is retained by the company rather than distributed to its owners as dividends.