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What is the role of the loss function in a neural network?
What is the role of the loss function in a neural network?
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What is the role of the loss function in a neural network?
To measure the accuracy of predictions
To calculate the gradients for backpropagation
To initialize the weights
To determine the architecture of the network
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The loss function quantifies how well the neural network's predictions match the actual target values, guiding weight updates.
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Q: What is the role of the loss function in a neural network?
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The loss function quantifies how well the neural network's predictions match the actual target values, guiding weight updates.
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