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Identifying key indicators such as "Interaction Frequency," "Vocabulary Growth Rate," and "Student Engagement Levels." Algorithm Selection:

Future work: Integrating real-time facial expression recognition for classroom engagement monitoring. " "Vocabulary Growth Rate

Summary of how ML enhances the objectivity of foreign language teaching evaluations. " "Vocabulary Growth Rate

Ensuring the model doesn't penalize non-traditional but effective teaching methods. 6. Conclusion " "Vocabulary Growth Rate