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Endymion · 2024年07月22日

为什么B不对呢

NO.PZ2023061301000038

问题如下:

Which of the following statements is true in the use of ML:

选项:

A.

some techniques are termed “black box” due to data biases.

B.

human judgment is not needed because algorithms continuously learn from

data.

C.

training data can be learned too precisely, resulting in inaccurate predictions

when used with different datasets.

解释:

C is correct. Overfitting occurs when the ML model learns the input and target dataset too precisely. In this case, the model has been “overtrained” on the data and is treating noise in the data as true parameters. An ML model that has been overfitted is not able to accurately predict outcomes using a different dataset and might be too complex.

B错在哪儿呢

1 个答案

品职助教_七七 · 2024年07月22日

嗨,从没放弃的小努力你好:


机器学习不能离开人。无论是贴标签,还是设置超参数,还是决定选择使用哪一种算法,都需要人工的参与和判断。

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