Table 3.

Neural network prediction

Sample ID	ANN classification values	Neural network designation	Clinical designation
2	-0.085	Normal	Normal
3	-0.065	Normal	Normal
4	-0.045	Normal	Normal
6	-0.04	Normal	Normal
7	-0.02	Normal	Normal
8	-0.01	Normal	Normal
10	-0.01	Normal	Normal
11	0	Normal	Normal
12	0.02	Normal	Normal
13	0.03	Normal	Normal
14	0.052	Normal	Normal
15	0.059	Normal	Normal
20	0.073	Normal	Normal
21	0.078	Normal	Normal
22	0.092	Normal	Normal
29	0.105	Normal	Normal
31	0.112	Normal	Normal
32	0.118	Normal	Normal
34	0.122	Normal	Normal
35	0.1255	Normal	Normal
18	0.97	PD-Stage 1	PD-Stage 1
23	0.97	PD-Stage 1	PD-Stage 1
24	0.98	PD-Stage 1	PD-Stage 1
26	0.99	PD-Stage 1	PD-Stage 1
1	1.01	PD-Stage 1	PD-Stage 1
27	1.531	PD-Stage 2	PD-Stage 1*
5	1.62	PD-Stage 2	PD-Stage 2
17	1.73	PD-Stage 2	PD-Stage 2
25	1.97	PD-Stage 2	PD-Stage 2
28	1.97	PD-Stage 2	PD-Stage 2
30	1.99	PD-Stage 2	PD-Stage 2
9	2.46	PD-Stage 3	PD-Stage 3
16	2.56	PD-Stage 3	PD-Stage 3
19	2.82	PD-Stage 3	PD-Stage 3
33	2.96	PD-Stage 3	PD-Stage 3

*Sample ID: Misclassified stage 1 as stage 2 by ANN

Neural network classification values, neural network designation and disease designation, for 35 Individuals who have known clinical information. Individuals denoted by a (*) indicates the misclassification of PD stage1 as stage2 by ANN.