Table 3 Accuracy for a set of tests with different selections of reference points, and fixed input parameter values
Data set | Average accuracy (%) | Minimal accuracy (%) | Maximal accuracy (%) | Median accuracy (%) | 0.98 quantile (%) |
|---|---|---|---|---|---|
\(120\times 2\) | 100 | 100 | 100 | 100 | 100 |
\(1000 \times 4\) | 99.87 | 99.2 | 100 | 99.9 | 99.9 |
Iris | 90.67 | 48.67 | 91.33 | 91.33 | 91.33 |
Iris-with optimized \(\gamma\) | 90.98 | 84 | 91.33 | 91.33 | 91.33 |