Table 8 Accuracy (%) of the colon status classification using color features
From: Feature extraction for the analysis of colon status from the endoscopic images
Number of Hidden Neurons | Classification Accuracy (%) | ||||
|---|---|---|---|---|---|
Without PCA | With PCA | ||||
τ = 5% | τ = 2% | τ = 1% | τ = 0.1% | ||
10 | 96.96 | 96.96 | 92.42 | 84.84 | 92.42 |
15 | 87.87 | 95.45 | 87.87 | 96.96 | 98.48 |
20 | 93.93 | 90.9 | 92.42 | 86.36 | 96.96 |
25 | 98.48 | 93.93 | 86.36 | 93.93 | 93.93 |