Table 5.
Accuracy rate using different principal components.
| Number of PCs | Training | Testing | Total |
|---|---|---|---|
| 8 | 100.0% | 98.0% | 99.0% |
| 7 | 100.0% | 98.0% | 99.0% |
| 6 | 100.0% | 98.0% | 99.0% |
| 5 | 100.0% | 99.0% | 99.5% |
| 4 | 100.0% | 100.0% | 100.0% |
| 3 | 100.0% | 94.0% | 97.0% |
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