Table 2 Corrected data results per model.
5 × 3 CV one centre | Centre 1 | Centre 2 | Centre 3 | 5 × 3 CV All centres | ||
|---|---|---|---|---|---|---|
PCA-LDA | Centre 1 | 62.7% +/− 4.3 | 70.4% | 70.5% | 73.7% | 62.2% +/− 11.2 |
Centre 2 | 64.4% +/− 8.3 | 67.2% | 75.4% | 68.9% | ||
Centre 3 | 63.4% +/− 9.7 | 68.9% | 67.2% | 73.8% | ||
SVM | Centre 1 | 64.1% +/− 13.7 | 80.3% | 63.9% | 75.4% | 66.6% +/− 8.8 |
Centre 2 | 64.0% +/− 12.9 | 62.3% | 80.3% | 68.9% | ||
Centre 3 | 65.1% +/− 12.1 | 62.2% | 65.6% | 78.7% | ||
CNN | Centre 1 | 63.0% +/− 11.1 | 100% | 54.1% | 78.7% | 68.2% +/− 9.6 |
Centre 2 | 61.4% +/− 11.3 | 62.3% | 100% | 65.6% | ||
Centre 3 | 61.1% +/− 11.8 | 68.9% | 59.0% | 93.4% | ||
