Table 3.

Test predictions, prediction probability and uncertainty for GPR model with PCA. The misclassified samples are highlighted in red.

Samples	Class 1 prob	Class 2 prob	True Class	Predicted Class	Uncertainty
1	0.500	0.500	1	0	1.00
2	0.376	0.624	1	1	0.95
3	0.245	0.755	1	1	0.80
4	0.608	0.392	0	0	0.97
5	0.196	0.804	1	1	0.71
6	0.689	0.311	0	0	0.89
7	0.822	0.178	0	0	0.68
8	0.179	0.821	1	1	0.68
9	0.732	0.268	0	0	0.84
10	0.231	0.769	1	1	0.78
11	0.257	0.743	1	1	0.82
12	0.238	0.762	1	1	0.79
13	0.341	0.659	1	1	0.93
14	0.466	0.534	0	1	1.00
15	0.760	0.240	0	0	0.80
16	0.654	0.346	0	0	0.93
17	0.870	0.130	0	0	0.56
18	0.686	0.314	0	0	0.90
19	0.463	0.537	1	1	1.00
20	0.764	0.236	0	0	0.79