Table 10 Average accuracy (%) of the colon status classification
From: Feature extraction for the analysis of colon status from the endoscopic images
Features | Average Classification Accuracy (%) | ||||
|---|---|---|---|---|---|
Without PCA | With PCA | ||||
τ = 5% | τ = 2% | τ = 1% | τ = 0.1% | ||
Texture | 93.02 | 90.15 | 95.45 | 96.96 | 95.83 |
Color | 94.31 | 94.31 | 89.77 | 90.52 | 95.45 |
Hybrid | 93.93 | 92.04 | 93.93 | 97.72 | 95.45 |