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

question 47

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) To reduce overfitting and computation time, a convolution layer is often followed by one or more layers that increase the dimensionality of the convolution layer's output.
• B) A pooling layer compresses (or down-samples) the results by discarding features, which helps make the model more general.
• C) The most common pooling technique is called max pooling, which examines a 2-by-2 square of features and keeps only the maximum feature.
• D) All of the above statements are true.

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Definitions:

Nonparticipating

In insurance, refers to a policy that does not entitle the policyholder to share in the surplus profits of the insurer.

Participating

In finance, it often refers to securities or policies that allow owners to receive dividends, or share in profits beyond a specified amount.

Cumulative

Refers to something increasing in quantity, degree, or force by successive additions, often used in the context of cumulative dividends or interest.

Non-cumulative

A term, often referring to preferred shares or dividends, indicating that if a dividend is not declared, it does not accumulate and is not owed in future periods.