Variableselectiongui: Difference between revisions

Latest revision as of 11:20, 15 November 2019

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-==Introduction==
+#REDIRECT [[Variable Selection]]
-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==
-* Select a method. Depending on the options set, a particular method can take an extended amount of time to complete. For example, decreasing the window width in GA will increase the amount of time it takes to complete. See documentation for more details on optional settings.
-* By default, a simplified set of options are displayed.