Get.VIP: Calculate variable importance of projection (VIP) score for...
In xia-lab/MetaboAnalystR: An R Package for Comprehensive Analysis of Metabolomics Data
View source: R/biomarker_utils.R
Get.VIP R Documentation
Calculate variable importance of projection (VIP) score for PLS object
Description
Users give a pls object ('oscorespls'=T), function calculates VIP score
usually one VIP for each component, return is the average of all VIP
Usage
Get.VIP(pls.obj, comp = 2)
Arguments
pls.obj
Input the PLS object
comp
Numeric, input the number of components, by default it is 2
Author(s)
Jeff Xia jeff.xia@mcgill.ca
McGill University, Canada
License: GNU GPL (>= 2)
xia-lab/MetaboAnalystR documentation built on Dec. 23, 2024, 3:44 p.m.
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View source: R/biomarker_utils.R
| Get.VIP | R Documentation |
Calculate variable importance of projection (VIP) score for PLS object
Description
Users give a pls object ('oscorespls'=T), function calculates VIP score usually one VIP for each component, return is the average of all VIP
Usage
Get.VIP(pls.obj, comp = 2)
Arguments
pls.obj |
Input the PLS object |
comp |
Numeric, input the number of components, by default it is 2 |
Author(s)
Jeff Xia jeff.xia@mcgill.ca McGill University, Canada License: GNU GPL (>= 2)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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