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Artificial Intelligence (GCSE Computing)

The following is a GCSE Computing test covering 'Artificial Intelligence' from the broader topic 6. Automated And Emerging Technologies. The test is geared towards the CAMBRIGE-IGCSE exam board style syllabus.
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Which metric is most affected by class imbalance and gives the proportion of correctly predicted positives among all predicted positives?
In reinforcement learning, what is the "reward"?
What is an adversarial example in the context of machine learning?
Which of the following best describes transfer learning?
Which component of a neural network introduces non-linearity?
Which type of AI is most suitable for image recognition tasks?
What distinguishes unsupervised learning from supervised learning?
What does "training" a neural network involve?
Which of the following is an example of supervised machine learning?
What is the role of a validation set during model development?
What does "edge AI" mean?