Table 1.
The number of selected CpG sites and the performance of four classifiers for DNA methylation profiles.
Normal | Invasiveness | ||
---|---|---|---|
MRMD | Number of CpG | 14 | 134 |
Training Accuracy | 97% | 93.6% | |
Testing Accuracy | 96.9% | 549/217 | |
mRMR | Number of CpG | 12 | 5 |
Training Accuracy | 99% | 100% | |
Testing Accuracy | 96.9% | 611/165 | |
PCA | Number of CpG | 8 | 3 |
Training Accuracy | 99% | 95% | |
Testing Accuracy | 91% | 454/312 | |
FA | Number of CpG | 80 | 60 |
Training Accuracy | 99% | 93.3% | |
Testing Accuracy | 94.8% | 664/102 |