Table 7 Results of the 10-fold cross-validation.

From: University english teaching evaluation using artificial intelligence and data mining technology

Number of folds

Accuracy

Recall

F1 Score

1

0.86*

0.84

0.85

2

0.85

0.83

0.84

3

0.87**

0.86

0.86

4

0.85

0.85

0.85

5

0.84

0.82

0.83

6

0.88**

0.87

0.87

7

0.86*

0.85

0.85

8

0.87**

0.86

0.86

9

0.85

0.84

0.84

10

0.86*

0.85

0.85

  1. *p < 0.05 compared to random baseline; **p < 0.01.