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FE prompt: FE通常不会make changes而是加新的特征

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DI prompt: 要求让predictions最终结果一致，并提供例子
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Yizhou Chi 2024-09-14 20:49:49 +08:00
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metagpt/prompts/task_type.py
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@ -26,7 +26,7 @@ The current task is about feature engineering. when performing it, please adhere
- Avoid creating redundant or excessively numerous features in one step.
- Exclude ID columns from feature generation and remove them.
- Each feature engineering operation performed on the train set must also applies to the dev/test separately at the same time.
- **ATTENTION** Do NOT use the label column to create features or make any changes to the label column, except for cat encoding.
- **ATTENTION** Do NOT use the label column to create features, except for cat encoding.
- Use the data from previous task result if exist, do not mock or reload data yourself.
- Always copy the DataFrame before processing it and use the copy to process.
"""