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