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:

Imine

Organic compounds characterized by the functional group C=N, formed by the condensation of an aldehyde or ketone with an amine.

Amino Acid

Organic molecules that serve as the building blocks of proteins, containing both amino and carboxyl functional groups.

Mechanism

A sequence of steps or a process by which a chemical reaction or physical event occurs.

Reaction

A reaction process where starting materials, referred to as reactants, evolve into one or more altered forms, named products.