Partial Least Squares Regression - PLSR
Description
This functor built rasters with eigenvalues of Partial Least Squares Regression - PLSR. For more details about function see: Wold, S; Sjöström, M.; Eriksson, L. (2001). “PLS-regression: a basic tool of chemometrics”. Chemometrics and Intelligent Laboratory Systems. 58 (2): 109–130. doi:10.1016/S0169-7439(01)00155-1.
Inputs
| Name | Type | Description |
|---|---|---|
| Input Points | csv file | Input points (csv format) with dependent variable (with columns: dependent, x, y) |
| Predictors | Map Type | Map of predictor variables in geoTiff format. |
| Output folder | Folder | Folder to save output maps. |
| Folder Scenarios Raster | Folder | Folder with rasters for project in another scenario. The rasters should be named in the same way of predictors. |
| Project In Another Scenario | Boolean | Project PLSR in another scenario (future or past) |
Outputs
| Name | Type | Description |
|---|---|---|
| Map | Cube Map | Cube Map of results |
Group
Internal Name
BioDinamica