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Table 1 Number of interviews for each depressive symptom severity category in the DAIC-WOZ data set, distributed by train, validation and test sets

From: Towards automatic text-based estimation of depression through symptom prediction

Depression severity

Data split

Train

Validation

Test

No symptoms [0..4]

47

17

22

Mild [5..9]

29

6

11

Non-depressed Total

76

23

33

Moderate [10..14]

20

5

5

Moderately severe [15..19]

7

6

7

Severe [20..24]

4

1

2

Depressed Total

31

12

14

Total

107

35

47