SAS Exam A00-405 Topic 9 Question 53 Discussion

Actual exam question for SAS's A00-405 exam

Question #: 53
Topic #: 9

Which option is the correct activation (unction for the output layer in a CNN model trained to classify an image belonging to one of the n classes (CI. C2, C3, , Cn)?

ASigmoid

BReLU

CTanH

DSoftmax

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Suggested Answer: A

by Joesph at Mar 06, 2024, 05:33 AM

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Shawnta

5 months ago

Yes, ReLU is commonly used for hidden layers to introduce non-linearity.

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Olga

5 months ago

What about ReLU? Isn't it commonly used for hidden layers in CNNs?

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Dong

5 months ago

I agree, Softmax is used for multi-class classification tasks like in CNN models.

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Shawnta

5 months ago

I think the correct activation function is Softmax.

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William

6 months ago

I prefer Sigmoid as the activation function for the output layer, it helps in binary classification tasks.

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Elden

6 months ago

I believe Softmax is the correct activation function because it gives probabilities for each class.

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Glory

6 months ago

I would go with ReLU as the correct activation function for the output layer.

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Mable

7 months ago

I think the correct activation function for the output layer in a CNN model is Softmax.

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