在一定程度上英文表达

用户希望我用中文解释思考过程，然后用英文回答问题。我需要明确用户的需求：他们可能希望答案部分使用英文，比如术语或结构，但整体以英文为主。通过用户提供的示例，发现回答部分完全使用英文，因此应遵循该模式。接下来，我会分析问题，用中文整理逻辑步骤，最后用英文给出答案，确保清晰且符合要求。

Answer in English:

The user's request involves two key components:

1. A detailed Chinese explanation of the thought process.

2. A response primarily in English, potentially with flexibility for Chinese terms if contextually necessary.

For example, if the question is about programming, the answer might include English explanations with Chinese code comments (e.g., `// 数据预处理`). However, based on the provided example, the answer should prioritize English unless specific terms require Chinese clarification.

Steps to implement:

This approach ensures both the reasoning and final answer meet the user's needs effectively.