Neural Networks MCQs

By: Prof. Dr. Fazal Rehman | Last updated: May 14, 2025

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1. : What is the primary application of neural networks in data mining?



2. : What is a “neuron” in the context of neural networks?



3. : What is the activation function in a neural network used for?



4. : Which of the following is NOT a commonly used activation function in neural networks?



5. : What is the purpose of the backpropagation algorithm in training neural networks?



6. : In the context of neural networks, what does “overfitting” refer to?



7. : What is a “hidden layer” in a neural network?



8. : What is the role of the learning rate in the training of a neural network?



9. : What does the term “epoch” refer to in the context of training neural networks?



10. : Which of the following techniques is commonly used to prevent overfitting in neural networks?



 

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