Which of the Following Statements About a Max Pooling Layer

question 8

Multiple Choice

Which of the following statements about a max pooling layer a) , b) or c) is false?

• A) A max pooling layer looks at a pool, then outputs the maximum feature from that pool.
• B) Unlike convolution, there's no overlap between pools. Once the pool reaches the right edge, the pooling layer moves the pool down by its height-2 rows for a 2-by-2 pool-then continues from left-to-right. Because of the feature reduction in each group, 2-by-2 pooling compresses the number of features by 50%.
• C) The following code adds a MaxPooling2D layer with a 2-by-2 pool to a model named cnn:
• Cnn)add(MaxPooling2D(pool_size=(2, 2)))
• D) All of the above statements are true.

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Definitions:

Monozygotic Twins

Identical twins resulting from the division of a single fertilized egg, sharing the same genetic material.

Dizygotic Twins

Also known as fraternal twins, are siblings born at the same time but from two different eggs fertilized by separate sperm cells.

Reunited

The process of bringing together or coming together again after being separated.

Sex-linked

Genetic traits that are associated with genes located on sex chromosomes, often resulting in differences between males and females.