Table 4 Accuracy (%) of colon status classification using SCG training algorithm
From: Feature extraction for the analysis of colon status from the endoscopic images
Number of Hidden Neurons | Classification Accuracy (%) | |||
|---|---|---|---|---|
C = {I, R, G, B, H, S} | C = {I, R, G, B} | C = {H, S, I} | C = {H, S} | |
5 | 86.36 | 86.36 | 87.87 | 90.90 |
10 | 84.84 | 81.81 | 86.36 | 87.87 |
15 | 93.93 | 95.45 | 95.45 | 86.36 |
20 | 92.42 | 93.93 | 87.87 | 87.87 |
25 | 93.93 | 95.45 | 96.96 | 93.93 |