Variableselectiongui: Difference between revisions
Jump to navigation
Jump to search
imported>Scott (Created page with "==Introduction== The Variable Selection panel contains an interface to several methods for selected subsets of variables in an effort to improve predictions when compared to...") |
imported>Scott No edit summary |
||
| Line 1: | Line 1: | ||
==Introduction== | ==Introduction== | ||
The Variable Selection panel contains an interface to several methods for selected subsets of variables in an effort to improve predictions when compared to using all variables. | The Variable Selection panel contains an interface to several methods for selected subsets of variables in an effort to improve predictions when compared to using all variables. When a method is selected the optional parameters for the method are displayed. If the "Show All Options" checkbox is selected then all available options will be displayed. If it is not selected then less critical options will be hidden. | ||
==Methods== | |||
* Automatic (VIP or sRatio) | |||
* GA - Genetic Algorithm | |||
* iPLS - Interval PLS | |||
* rPLS - Recursive PLS | |||
* sRatio - Selectivity Ratio | |||
* VIP - Variable Importance in Projection | |||
==Work Flow== | |||
Revision as of 22:36, 10 January 2018
Introduction
The Variable Selection panel contains an interface to several methods for selected subsets of variables in an effort to improve predictions when compared to using all variables. When a method is selected the optional parameters for the method are displayed. If the "Show All Options" checkbox is selected then all available options will be displayed. If it is not selected then less critical options will be hidden.
Methods
- Automatic (VIP or sRatio)
- GA - Genetic Algorithm
- iPLS - Interval PLS
- rPLS - Recursive PLS
- sRatio - Selectivity Ratio
- VIP - Variable Importance in Projection