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

Practice Questions

Q1
What is the role of the output layer in a neural network?
  1. To process input data
  2. To extract features
  3. To produce the final predictions
  4. To apply regularization

Questions & Step-by-Step Solutions

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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