Table 2.
a) Classification power of LDA for test set. (b) Figure of merit for training and test set.
| (a)Sample | Actual class | Prediction class | Convergence rate of the class with appropriate morphology.(1) | Convergence rate of the class with poor morphology.(2) |
|---|---|---|---|---|
| 1 | 1.00 | 1.00 | 0.77 | 0.23 |
| 2 | 1.00 | 1.00 | 1.00 | 0.00 |
| 3 | 1.00 | 1.00 | 0.96 | 0.04 |
| 4 | 2.00 | 2.00 | 0.00 | 1.00 |
| 5 | 1.00 | 1.00 | 1.00 | 0.00 |
| 6 | 1.00 | 1.00 | 1.00 | 0.00 |
| 7 | 1.00 | 1.00 | 1.00 | 0.00 |
| 8 | 1.00 | 1.00 | 1.00 | 0.00 |
| 9 | 1.00 | 1.00 | 1.00 | 0.00 |
| 10 | 1.00 | 1.00 | 1.00 | 0.00 |
| 11 | 1.00 | 1.00 | 1.00 | 0.00 |
| 12 | 2.00 | 2.00 | 0.00 | 1.00 |
| 13 | 2.00 | 1.00 | 1.00 | 0.00 |
| 14 | 2.00 | 1.00 | 1.00 | 0.00 |
| 15 | 2.00 | 2.00 | 0.00 | 1.00 |
| 16 | 2.00 | 2.00 | 0.00 | 1.00 |
| 17 | 1.00 | 1.00 | 1.00 | 0.00 |
| 18 | 1.00 | 1.00 | 1.00 | 0.00 |
| 19 | 1.00 | 1.00 | 1.00 | 0.00 |
| 20 | 1.00 | 1.00 | 1.00 | 0.00 |
| 21 | 1.00 | 1.00 | 1.00 | 0.00 |
| (b)Parameter | Test Set | Training Set | Definition | |
| Correct rate: | 0.9048 | 1 | Correctly Classified Samples /Classified Samples | |
| Error rate: | 0.0952 | 0 | Incorrectly Classified Samples /Classified Samples | |
| Sensitivity samples: | 1 | 1 | Correctly Classified Positive Samples / True Positive | |
| Specificity samples: | 0.6667 | 1 | Correctly Classified Negative Samples /True Negative | |