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Câu 41: RAI: Risk and Artificial Intelligence

An analyst finds that a decision tree model tends to perform worse than other machine learning methods. He decides to test if the random forests technique can improve the results. Which of the following statements is correct regarding the random forest technique?

Nội dung câu hỏi

An analyst finds that a decision tree model tends to perform worse than other machine learning methods. He decides to test if the random forests technique can improve the results. Which of the following statements is correct regarding the random forest technique?

Các lựa chọn

Đáp án được giữ gọn theo nhãn A, B, C, D trong phần bình chọn tương tác.

  1. A. The random forest technique allows for features with very strong predictive power to be ignored. — đáp án hiện tại
  2. B. The random forest technique is a special type of decision tree and is easily interpretable.
  3. C. The random forest technique is a boosting technique that combines the forecasts from many decision trees.
  4. D. The random forest technique can be used if the target is categorical but not continuous.

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