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. 2022 Aug 2;12(8):589. doi: 10.3390/bios12080589

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