From: Does encoding matter? A novel view on the quantitative genetic trait prediction problem
Data set | Traditional encoding | Hybrid one | Hybrid two | Target-based |
---|---|---|---|---|
Maize: Flint 1 TASS | 0.317 | 0.344 | 0.344 | 0.328 |
Maize: Flint 2 DMC | 0.278 | 0.29 | 0.29 | 0.27 |
Maize: Flint 3 DM_Yield | 0.066 | 0.075 | 0.074 | 0.05 |
Maize: Dent 1 Tass | 0.2 | 0.27 | 0.27 | 0.27 |
Maize: Dent 2 DMC | 0.45 | 0.49 | 0.495 | 0.48 |
Maize: Dent 3 DM_Yield | 0.32 | 0.34 | 0.34 | 0.33 |