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Table 1 Hypothetical example: Borda’s method with 8 features and three folds

From: Enhancing data pipelines for forecasting student performance: integrating feature selection with cross-validation

Ranking position

Fold 1:

Assigned ranking

Fold 2:

Assigned ranking

Fold 3:

Assigned ranking

Sorted consensus ranking

Consensus ranking position

1

A: 1

B: 1

D: 1

A: 6

1

2

C: 2

D: 2

A: 2

D: 6

1

3

D: 3

A: 3

B: 3

B: 11

3

4

G: 4

G: 4

F: 4

G: 13

4

5

F: 5

F: 5

G: 5

F: 14

5

6

H: 6

E: 6

E: 6

C: 17

6

7

B: 7

C: 7

H: 7

E: 20

7

8

E: 8

H: 8

C: 8

H: 21

8