Table 2.
2-fold cross-validation |
3-fold cross-validation |
|||||
---|---|---|---|---|---|---|
Tissue pair | All CpGs | Removed CpGs with min methylation beta values >0.9 or max beta values <0.1 | Removed CpGs with min methylation beta values >0.8 or max beta values <0.2 | All CpGs | Removed CpGs with min methylation beta values >0.9 or max beta values <0.1 | Removed CpGs with min methylation beta values >0.8 or max beta values <0.2 |
measured Placenta-measured Cord Blood | 0.6567879 | 0.6333165 | 0.5079859 | 0.6567879 | 0.6333165 | 0.5079859 |
measured Placenta- SVM predicted Placenta | 0.9672072 | 0.9644117 | 0.9472045 | 0.9676109 | 0.9648506 | 0.9478592 |
For the ‘All CpGs’ column, we used all CpG sites in each sample to calculate the CpG-wise R2, and then obtained the mean R2. For the ‘Removed CpGs with min methylation beta values>0.9 or max beta values<0.1’ column, we excluded the extreme CpGs that fell within this range and used the remaining data to calculate the mean CpG-wise R2, and this column is similar to the ‘Removed CpGs with min methylation beta values>0.8 or max beta values<0.2’ column. For the ‘measured Placenta-measured Cord Blood’ row, the R2 is the squared correlation coefficient of measured methylation in both placenta and cord blood. For the ‘measured Placenta-SVM predicted Placenta’ row, the R2 is the squared correlation coefficient of measured methylation in the placenta and predicted methylation in the placenta by single-CpG-based SVM.