Table 5 Classification results: comparison GA-Bayesian network vs. PLS-DA.
| Â | True positive rate | # of variables selected | |||
|---|---|---|---|---|---|
Class type | GA | PLS-DA | GA | PLS-DA | Overlap |
physiological state | 99.5% | 97.2% | 17 | 15 | 73.2% |
species both | 84.3% | 73.6% | 22 | 47 | 12.7% |
species veg. only | 91.7% | 78.7% | 25 | 66 | 1.0% |
species spo. only | 98.1% | 75.9% | 39 | 11 | 45.4% |