Advances, Systems and Applications
Table 1 Result simulation of NFS
From: Predicting UPDRS in Parkinson’s disease using ensembles of self-organizing map and neuro-fuzzy
Hidden neurons | Training | Evaluation | Testing | Accuracy (%) |
|---|---|---|---|---|
2 | 0.5836 | 0.5687 | 0.5763 | 82 |
5 | 0.3876 | 0.4431 | 0.3871 | 91 |
8 | 0.3821 | 0.4715 | 0.4329 | 96 |
12 | 0.3981 | 0.3209 | 0.3925 | 97 |
16 | 0.2769 | 0.2915 | 0.2835 | 100 |