Table 4 Summary of the data sets and the classification results based on 50 random sampling
Data set | Class | Sample type | Sample size | Total peaks | Training set (MCCV) | Blind data set | ||
|---|---|---|---|---|---|---|---|---|
| Â | Â | Â | Â | Â | Train | Test | Validation | Â |
Melanoma | S2 v. S3 | Serum | 99 | 2560 | 41 | 14 | 14 | 30 |
Classification (%) | Â | Â | Â | Â | 93.21 | 97.38 | 90.62 | 90.93 |
Cord blood | High v. Low | Plasma | 158 | 2647 | 67 | 22 | 22 | 47 |
Classification (%) | Â | Â | Â | Â | 96.45 | 96.73 | 91.18 | 92.34 |