Table IV.
NeuroFuzzy logic-based focused analysis results and prediction accuracy (R2).
| Type | Focus variable | R2 |
|---|---|---|
| Focused clinical indexes | BMI, number of left follicles, HDL-C, LDL-C, hsCRP | 0.8284 |
| Focused metabolic markers | Palmitoyl sphingomyelin, cGMP, DHEAS | 0.9027 |
| Focused integrated markers | Number of left follicles, HDL-C, Palmitoyl sphingomyelin, cGMP, DHEAS | 0.9574 |
| All clinical indexes | 19 clinical indexes | 0.8256 |
| All metabolic markers | 34 potential metabolic markers | 0.9392 |
| All markers | 34 potential metabolic markers and 18 clinical indexes | 0.9377 |
BMI, body mass index; cGMP, cyclic guanosine monophosphate; HDL-C, high density lipoprotein; DHEAS, dehydroepiandrosterone sulphate; LDL-C, low density lipoprotein; hsCRP, high sensitivity C-reactive protein.