Table 1 Regression results of ISAP and other methods
Method\residual errors | Training data | Test data |
|---|---|---|
Lasso: methylation | 120.3951 | 97.3057 |
Lasso: expression | 148.3233 | 147.1687 |
Lasso: methylation and expression | 130.6717 | 104.7382 |
PLS: methylation | 120.1005 | 96.99 |
PLS: expression | 187.9461 | 145.652 |
PLS: methylation and expression | 130.8643 | 104.4602 |
elastic net: methylation | 133.2711 | 94.871 |
elastic net: expression | 141.8691 | 137.5191 |
elastic net: methylation and expression | 129.1727 | 96.146 |
ISAP | 116.3666 | 93.3048 |