Manifold Learning on Heart Disease
93.5(TW + CN)/2SOM-OLP
Evaluation Results
| Method | Links | |
|---|---|---|
| SOM-OLPLattice Size=16 x 16, Preprocessing=Standardized, Samples (N)=303, Dimensions (D)=132026.04 | 93.5 | |
| GTMLattice Size=16 x 16, Preprocessing=Standardized, Samples (N)=303, Dimensions (D)=132026.04 | 93.17 | |
| STVQfLattice Size=16 x 16, Preprocessing=Standardized, Samples (N)=303, Dimensions (D)=132026.04 | 92.65 | |
| BSOMLattice Size=16 x 16, Preprocessing=Standardized, Samples (N)=303, Dimensions (D)=132026.04 | 92.22 | |
| PCALattice Size=16 x 16, Preprocessing=Standardized, Samples (N)=303, Dimensions (D)=132026.04 | 83.48 |