Table 5 A summary of classification performance between no depression and depression groups by the EALVI.

From: Evaluation of emotional arousal level and depression severity using voice-derived sound pressure change acceleration

Phrase

p valuea

Effect sizeb

Area under the curve (AUC)

Correlation coefficient

GTC

NDMC

GTC

NDMC

GTC

NDMC

GTC

NDMC

P1

1.9 × 10−2*

5.6 × 10−3**

0.46

0.38

0.73

0.69

− 0.27*

− 0.34**

P2

2.6 × 10−2*

1.5 × 104***

0.43

0.52

0.72

0.76

− 0.28**

− 0.49***

P5

7.3 × 103**

8.9 × 10−3**

0.52

0.36

0.76

0.68

− 0.22*

− 0.38***

P11

8.6 × 10−3**

5.3 × 10−3**

0.51

0.38

0.76

0.69

− 0.25*

− 0.37***

P12

1.2 × 10−2*

5.8 × 10−3**

0.49

0.38

0.75

0.69

− 0.25*

− 0.34**

P13

1.7 × 10−2*

6.6 × 10−3**

0.46

0.37

0.73

0.69

− 0.30**

− 0.38***

P14

7.6 × 10−3**

1.9 × 10−3**

0.52

0.43

0.76

0.71

− 0.31**

− 0.41***

P15

1.9 × 10−2*

1.6 × 10−2*

0.46

0.33

0.73

0.67

− 0.26*

− 0.35***

P16

2.5 × 10−1

2.4 × 10−3**

0.22

0.41

0.61

0.71

− 0.21

− 0.39***

P17

3.6 × 10−1

5.0 × 10−2*

0.17

0.27

0.59

0.63

− 0.21*

− 0.35***

Total

8.9 × 10−3**

1.6 × 10−3**

0.51

0.43

0.76

0.72

− 0.33**

− 0.43***

  1. The table shows the p values obtained by the Wilcoxon rank sum test, the effect sizes by Cliff’s delta, the AUC, and the correlation coefficient between the HAM-D and EALVI for each phrase of both facilities. The minimum p-value, maximum effect size, maximum AUC, and maximum correlation for each hospital are shown in bold fonts.
  2. ***(p < 1.0 × 10−3), **(p < 1.0 × 10−2), *(p < 5.0 × 10−2).
  3. aBy Wilcoxon rank sum test.
  4. bBy Cliff’s delta.