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fix bug - make rollout more consistent

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Yizhou Chi 2024-08-30 20:35:17 +08:00
parent 32759f031c
commit ae6a195750
7 changed files with 50 additions and 10 deletions
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metagpt/prompts/task_type.py
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@ -25,7 +25,7 @@ The current task is about feature engineering. when performing it, please adhere
- Use available feature engineering tools if they are potential impactful.
- 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 test separately at the same time.
- Each feature engineering operation performed on the train set must also applies to the dev/test separately at the same time.
- Avoid using 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.