What is the role of the output layer in a neural network?

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Question: What is the role of the output layer in a neural network?

Options:

Correct Answer: To produce the final predictions

Solution:

The output layer produces the final predictions of the neural network based on the learned features.

What is the role of the output layer in a neural network?

What is the role of the output layer in a neural network?

Step 1: Understand that a neural network is made up of layers, including an input layer, hidden layers, and an output layer.
Step 2: Know that the output layer is the last layer in the neural network.
Step 3: Realize that the output layer takes the information processed by the previous layers.
Step 4: Understand that the output layer uses this information to make predictions or decisions.
Step 5: Remember that the predictions can be in different forms, like a single value, a class label, or probabilities.

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