Table 5 Performance evaluation based on activity and assessment.
From: University english teaching evaluation using artificial intelligence and data mining technology
Feature type | AUC | Accuracy | Key features |
---|---|---|---|
Activity-based | 0.78 | 82% | Response time, learning efficiency | |
Assessment-based | 0.83 | 85% | Scores in question types, exam performance |
Combined features | 0.87 | 88% | Scores in question types, response time |