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:

Instance Variables

Variables defined in a class for which a separate copy is created for each object of the class.

Primitive Variables

Primitive variables in computer programming are basic data types that hold values such as integers, booleans, and floating-point numbers, and are not objects.

Constant Variables

Variables whose values cannot be changed once they have been set initially, typically defined using final or const keywords.

Inner Class

A class defined within another class, used to handle the complexity of larger code structures by logically grouping classes that are only used in one place.