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Student feedback (text), classroom video analysis (feature extraction).

Abstract

For handling non-linear relationships in student feedback. Student feedback (text)

showing how a dean or professor would see the "Teaching Quality Score." Student feedback (text)

Ensuring the model doesn't penalize non-traditional but effective teaching methods. 6. Conclusion Student feedback (text)

Future work: Integrating real-time facial expression recognition for classroom engagement monitoring.