Table 2 Assessment of the Greyhound validation cohort with models from two selection methods
Method | Terms in model | Max-rescaled R2 | Hosmer & Lameshow Goodness of fit test | % Correct calls |
|---|---|---|---|---|
Stepwise forward selection | BICF2P1194727, BICF2P1421479, BICF2P133066, BICF2S23118341, BICF2P66597, BICF2G630418573, BICF2G63051809, BICF2G63095567, TIGRP2P331221, BICF2S23712115 | 0.5595 | 0.5390 | 91.0 |
LASSO | BICF2S23516022, TIGRP2P45171, BICF2P1194727, BICF2P1090686, BICF2P1421479, BICF2P133066, BICF2S23118341, BICF2P66597, BICF2G630418573, TIGRP2P215623, BICF2G630813090, BICF2G63051809, BICF2S23637753, BICF2S23325120, BICF2G63095567, TIGRP2P331221, BICF2S23712115 | 0.5921 | 0.0595 | 100 |