From: PretiMeth: precise prediction models for DNA methylation based on single methylation mark
Cell line | Model | R | RMSE | MAE | SE | SP | MCC | ACC | AUC |
---|---|---|---|---|---|---|---|---|---|
IMR90 | Super high accurate | 0.99 | 0.03 | 0.02 | 0.99 | 0.99 | 0.99 | 0.99 | 0.99 |
High accurate | 0.96 | 0.08 | 0.05 | 0.99 | 0.91 | 0.92 | 0.98 | 0.99 | |
Medium accurate | 0.80 | 0.16 | 0.12 | 0.88 | 0.75 | 0.64 | 0.83 | 0.90 | |
Low accurate | 0.61 | 0.21 | 0.16 | 0.70 | 0.74 | 0.45 | 0.72 | 0.79 | |
NA12878 | Super high accurate | 0.99 | 0.04 | 0.02 | 0.99 | 0.99 | 0.99 | 0.99 | 0.99 |
High accurate | 0.93 | 0.11 | 0.08 | 0.98 | 0.81 | 0.82 | 0.93 | 0.97 | |
Medium accurate | 0.82 | 0.17 | 0.13 | 0.88 | 0.80 | 0.67 | 0.83 | 0.92 | |
Low accurate | 0.71 | 0.20 | 0.16 | 0.74 | 0.84 | 0.56 | 0.81 | 0.87 |