Classification on Toy Dataset d=10000, N=5000
88.57Classification RateDC-PN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DC-PNT=50, lambda=2.00, theta=2.002015.07 | 88.57 | 26.54 | 2.5 | |
| DCAT=50, lambda=2.00, theta=2.002015.07 | 88.55 | 96.28 | — | |
| GISTT=50, lambda=2.00, theta=2.002015.07 | 88.53 | 48.82 | — | |
| DCAT=100, lambda=2.00, theta=2.002015.07 | 87.81 | 72.55 | — | |
| DC-PNT=100, lambda=2.00, theta=2.002015.07 | 87.81 | 24.27 | 1.6 | |
| GISTT=100, lambda=2.00, theta=2.002015.07 | 87.76 | 38.3 | — | |
| DCAT=500, lambda=2.00, theta=2.002015.07 | 81.82 | 71.91 | — | |
| DC-PNT=500, lambda=2.00, theta=2.002015.07 | 81.82 | 21.67 | 0.4 | |
| GISTT=500, lambda=2.00, theta=2.002015.07 | 81.78 | 33.73 | — | |
| DCAT=1000, lambda=2.00, theta=2.002015.07 | 76.23 | 74.41 | — | |
| DC-PNT=1000, lambda=2.00, theta=2.002015.07 | 76.23 | 21.59 | 0.7 | |
| GISTT=1000, lambda=2.00, theta=2.002015.07 | 76.2 | 32.79 | — |