Table 1.
Uncorrected data results per model.
| 5 × 3 CV one centre |
Centre 1 | Centre 2 | Centre 3 | 5 × 3 CV All centres |
||
|---|---|---|---|---|---|---|
| PCA-LDA | Centre 1 | 63.8% +/− 8.0 | 72.1% | 63.9% | 78.7% | 64.2% +/− 6.9 |
| Centre 2 | 62.5% +/− 6.4 | 63.9% | 70.5% | 63.9% | ||
| Centre 3 | 62.7% +/− 6.2 | 65.6% | 60.6% | 68.9% | ||
| SVM | Centre 1 | 66.5% +/− 8.4 | 75.4% | 63.9% | 83.6% | 63.9% +/− 11.2 |
| Centre 2 | 67.1% +/− 9.3 | 63.9% | 77.0% | 63.9% | ||
| Centre 3 | 66.5% +/− 10.7 | 67.2% | 63.9% | 75.4% | ||
| CNN | Centre 1 | 66.5% +/− 13.2 | 100% | 67.2% | 60.7% | 68.4% +/− 5.6 |
| Centre 2 | 63.1% +/− 6.4 | 65.6% | 90.2% | 63.9% | ||
| Centre 3 | 64.2% +/− 12.6 | 75.4% | 65.6% | 91.8% | ||
Top line per centre represents accuracy (%) +/− 1 SD, bottom line represents log loss +/− 1 SD. Italicised entries indicate the training results and so are not indicative of performance.