Table 2 Results for BSA data set. Annotation of the table: Dist: Distribution of senses; S. Size: sample size; Err. Rate: Error Rate; SE: Standard Error of error rates; CV: cross-validation;
BSA | Â | 5-fold CV | Â | 10-fold CV | Â |
|---|---|---|---|---|---|
Dist | S. Size | Err. Rate | SE | Err. Rate | SE |
(0.5, 0.5) | 20 | 21.83% | 10.05% | 19.67% | 9.04% |
| Â | 40 | 11.17% | 5.33% | 11.08% | 5.05% |
| Â | 80 | 5.08% | 2.60% | 5.04% | 2.44% |
| Â | 120 | 3.11% | 1.72% | 2.61% | 1.48% |
(0.6, 0.4) | 20 | 23.50% | 10.21% | 21.00% | 9.21% |
| Â | 40 | 12.67% | 5.75% | 12.08% | 5.34% |
| Â | 80 | 5.75% | 2.82% | 5.00% | 2.48% |
| Â | 120 | 3.58% | 1.85% | 3.28% | 1.67% |
(0.7, 0.3) | 20 | 24.33% | 10.59% | 23.00% | 9.74% |
| Â | 40 | 14.67% | 6.11% | 12.75% | 5.39% |
| Â | 80 | 7.17% | 3.16% | 6.67% | 2.87% |
| Â | 120 | 4.86% | 2.17% | 4.00% | 1.85% |
(0.8, 0.2) | 20 | 19.33% | 9.82% | 19.33% | 9.27% |
| Â | 40 | 15.33% | 6.31% | 14.08% | 5.72% |
| Â | 80 | 9.13% | 3.58% | 8.00% | 3.16% |
| Â | 120 | 5.22% | 2.23% | 4.53% | 1.96% |
(0.9, 0.1) | 20 | 10.17% | 7.55% | 10.00% | 7.07% |
| Â | 40 | 10.17% | 5.33% | 10.00% | 4.99% |
| Â | 80 | 8.00% | 3.38% | 7.71% | 3.13% |
| Â | 120 | 6.42% | 2.48% | 6.03% | 2.26% |