Table 4.
Test predictions, prediction probability and uncertainty for GPR model with UMAP. The misclassified samples are highlighted in red.
Samples | Class 1 prob | Class 2 prob | True Class | Predicted Class | Uncertainty |
---|---|---|---|---|---|
1 | 0.707 | 0.293 | 0 | 0 | 0.87 |
2 | 0.760 | 0.240 | 0 | 0 | 0.80 |
3 | 0.361 | 0.639 | 1 | 1 | 0.94 |
4 | 0.840 | 0.160 | 0 | 0 | 0.63 |
5 | 0.480 | 0.520 | 1 | 1 | 1.00 |
6 | 0.696 | 0.304 | 0 | 0 | 0.89 |
7 | 0.777 | 0.223 | 0 | 0 | 0.77 |
8 | 0.832 | 0.168 | 0 | 0 | 0.65 |
9 | 0.351 | 0.649 | 1 | 1 | 0.93 |
10 | 0.165 | 0.835 | 1 | 1 | 0.65 |
11 | 0.452 | 0.548 | 1 | 1 | 0.99 |
12 | 0.587 | 0.413 | 0 | 0 | 0.98 |
13 | 0.466 | 0.534 | 0 | 1 | 1.00 |
14 | 0.187 | 0.813 | 1 | 1 | 0.70 |
15 | 0.329 | 0.671 | 1 | 1 | 0.91 |
16 | 0.789 | 0.211 | 0 | 0 | 0.74 |
17 | 0.544 | 0.456 | 1 | 0 | 0.99 |
18 | 0.611 | 0.389 | 0 | 0 | 0.96 |
19 | 0.285 | 0.715 | 1 | 1 | 0.86 |
20 | 0.336 | 0.664 | 1 | 1 | 0.92 |