Consider the Following Code: Cnn.add(Dense(units=10, Activation='softmax'))

question 37

Multiple Choice

Consider the following code: cnn.add(Dense(units=10, activation='softmax') )
Which of the following statements a) , b) or c) about our convolutional neural net that recognizes MNIST digits is false?

• A) Our convnet's final layer in the preceding snippet is a Dense layer that classifies the inputs into neurons representing the classes 0 through 9.
• B) The softmax activation function converts the values of these remaining 10 neurons into categorical string labels '0' through '9'.
• C) The neuron that produces the highest probability represents the prediction for a given digit image.
• D) All of the above statements are true.

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Definitions:

Specialization

The division of labor into small, specific tasks and the assignment of employees to do a single task.

Boredom

A state of feeling disinterested, restless, or unenthused about an activity or situation, often due to a lack of stimulation or engagement.