Table 3.
Bone age assessment results by support vector regression and neural network regression in term of mean absolute percentage error (MAPE)
Race | Neural network regression | Support vector regression | ||||
---|---|---|---|---|---|---|
Result 1 | Result 2 | Result 3 | Result 1 | Result 2 | Result 3 | |
Asian | ||||||
Male (22) | 0.40 | 1.30 | 0.55 | 0.36 | 0.11 | 0.10 |
Female (20) | 0.21 | 2.13 | 0.19 | 0.23 | 0.14 | 0.08 |
Caucasian | ||||||
Male (20) | 0.31 | 0.85 | 0.25 | 0.35 | 0.46 | 0.14 |
Female (18) | 0.32 | 0.49 | 0.36 | 0.31 | 0.50 | 0.07 |
African American | ||||||
Male (29) | 0.57 | 0.64 | 0.46 | 0.49 | 0.50 | 0.30 |
Female (21) | 0.49 | 0.33 | 0.31 | 0.45 | 0.39 | 0.17 |
Hispanic | ||||||
Male (28) | 0.45 | 0.51 | 0.30 | 0.33 | 0.32 | 0.12 |
Female (22) | 0.57 | 0.34 | 0.22 | 0.26 | 0.32 | 0.16 |