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Which of the following is a common method for evaluating the performance of a ne

Practice Questions

Q1
Which of the following is a common method for evaluating the performance of a neural network?
  1. Confusion matrix
  2. Gradient descent
  3. Batch normalization
  4. Dropout

Questions & Step-by-Step Solutions

Which of the following is a common method for evaluating the performance of a neural network?
  • Step 1: Understand that a neural network is a type of model used for making predictions.
  • Step 2: Know that we need to check how well the model is performing after it makes predictions.
  • Step 3: Learn about a confusion matrix, which is a tool used to evaluate the performance of classification models.
  • Step 4: A confusion matrix shows two things: the actual classifications (true values) and the classifications predicted by the model.
  • Step 5: By comparing these two sets of classifications, we can see how many predictions were correct and how many were wrong.
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