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. 2020 Jan 30;9(2):326. doi: 10.3390/cells9020326

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