Table 6. Summary of multivariate random forest regression modeling for each isotopic system.
δ15Nhair | δ13Chair | δ34Shair | ||||
---|---|---|---|---|---|---|
Best model | Perf. Metrics |
Variables Imp. |
Perf. Metrics |
Variables Imp. |
Perf. Metrics |
Variables Imp. |
Diet Demographic data |
R2 0.05 |
Vegetarian Seafood |
R2 0.18 |
Soda Age Sex |
R2 0.05 |
Seafood |
Diet Demographic data Longitude Latitude |
R2 0.12 |
Vegetarian Longitude Seafood |
R2 0.26 |
Longitude Latitude Soda Sex |
R2 0.53 |
Longitude Seafood Latitude |
Diet Demographic data Longitude Latitude Environnemental variables |
R2 0.12 |
Vegetarian Longitude Seafood |
R2 0.32 |
Corn Province Soda Sex |
R2 0.62 |
Precipitation
Salt aerosol Seafood Soil pH |