Table 4 LASSO regression model using cross validation selection method (n = 603, covariates = 25, number of CV folds = 10)
ID | Description | lambda | Number of nonzero coefficients | Out-of-sample deviance ratio | CV mean deviance |
|---|---|---|---|---|---|
1 | first lambda | 0.2565692 | 0 | 0.0018 | 1.309937 |
50 | lambda before | 0.0026879 | 24 | 0.6700 | 0.4330572 |
*51 | selected lambda | 0.0024491 | 21 | 0.6700 | 0.4329958 |
52 | lambda after | 0.0022315 | 21 | 0.6700 | 0.4330921 |
56 | last lambda | 0.0015381 | 21 | 0.6691 | 0.4342246 |