Table 5 Categorization precision by adjusting \(\beta\).
From: Scene categorization by Hessian-regularized active perceptual feature selection
\(\beta\) | Accuracy | \(\beta\) | Accuracy |
|---|---|---|---|
0 | 73.45% | 0.55 | 78.92% |
0.05 | 82.21% | 0.6 | 76.54% |
0.1 | 84.33% | 0.65 | 75.12% |
0.15 | 85.34% | 0.7 | 73.23% |
0.2 | 87.67% | 0.75 | 73.22% |
0.25 | 88.79% | 0.8 | 74.68% |
0.3 | 90.47% | 0.85 | 71.54% |
0.35 | 86.63% | 0.9 | 70.48% |
0.4 | 83.76% | 0.95 | 68.21% |
0.45 | 82.78% | 1 | 67.76% |
0.5 | 80.63% | Â | Â |
