Câu 13: CT-AI: ISTQB Certified Tester - AI Testing
You are evaluating the use of a highly accurate pre-trained model that is used widely in industry for a similar use case. There is an intention to apply transfer learning techniques to further customize the model. Which ONE of the following is the LEAST likely to be a significant risk with this approach?
Nội dung câu hỏi
You are evaluating the use of a highly accurate pre-trained model that is used widely in industry for a similar use case. There is an intention to apply transfer learning techniques to further customize the model. Which ONE of the following is the LEAST likely to be a significant risk with this approach?
Các lựa chọn
Đáp án được giữ gọn theo nhãn A, B, C, D trong phần bình chọn tương tác.
- A. The functional performance of the system may exhibit bias
- B. The system may be vulnerable to adversarial attacks inherited from the pre-trained model
- C. Differences in data preparation steps between the training of the pre-trained model and consequent use of the model may result in reduced functional performance
- D. The functional performance of the pre-trained model could be lower than stakeholders expect — đáp án hiện tại
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