Table 18 ANOVA test for FER on AA-DCN algorithm.

From: Improved facial emotion recognition model based on a novel deep convolutional structure

Datasets

 

SS

DF

MS

F-value

P-value

CK+

Between groups

Within groups

Total

SST: 0.0003

SSE: 0.0028

SSR: 0.16

df_groups = 6

df_error = 400

df_total = 406

6.8796e-06

1.013

0.42

(p < 0.05)

Jaffee

Between groups

Within groups

Total

SST: 0.372

SSE: 0.0149

SSR: 0.357

df_groups = 6

df_error = 923

df_total = 929

0.16022

8.146

1.34e-08 (p < 0.00000001)

RAF

Between groups

Within groups

Total

SST: 0.8965

SSE: 0.1298

SSR: 0.76674

df_groups = 6

df_error = 2354

df_total = 2360

0.5498

3.014

0.0062 (p < 0.05)