Table 2. Accuracy of identification cancerous and normal cells in different samples.
Sample No. | Accuracy (program trained using the entire spectra) | Accuracy (program trained using the common features) | ||
---|---|---|---|---|
| ||||
Cancerous cells | Normal cells | Cancerous cells | Normal cells | |
1 | 53% | 62% | 97% | 93% |
2 | 46% | 60% | 98% | 90% |
3 | 47% | 59% | 95% | 96% |
4 | 69% | 56% | 92% | 92% |
5 | 65% | 62% | 92% | 95% |
6 | 54% | 60% | 93% | 92% |
7 | 73% | 58% | 97% | 91% |
8 | 46% | 59% | 93% | 94% |
Average value | 61% | 59% | 95% | 93% |