Table 3 Accuracy (%) of colon status classification using Marquardt 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 | 89.39 | 84.84 | 93.93 | 87.87 |
10 | 92.42 | 84.84 | 92.42 | 84.84 |
15 | 90.90 | 95.45 | 95.45 | 90.90 |
20 | 95.45 | 92.42 | 92.42 | 89.39 |
25 | 95.45 | 92.42 | 90.90 | 96.96 |