CreateLadder: R-code for R-SVM
In xia-lab/MetaboAnalystR: An R Package for Comprehensive Analysis of Metabolomics Data
View source: R/stats_classification.R
CreateLadder R Documentation
R-code for R-SVM
Description
use leave-one-out / Nfold or bootstrape to permute data for external CV
build SVM model and use mean-balanced weight to sort genes on training set
and recursive elimination of least important genes
Usage
CreateLadder(Ntotal, Nmin = 5)
Arguments
Ntotal
Total number
Nmin
Minimum number, default set to 5
Author(s)
Dr. Xin Lu, Research Scientist
Biostatistics Department, Harvard School of Public Health
create a decreasing ladder for recursive feature elimination
xia-lab/MetaboAnalystR documentation built on May 6, 2024, 2:41 a.m.
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View source: R/stats_classification.R
| CreateLadder | R Documentation |
R-code for R-SVM
Description
use leave-one-out / Nfold or bootstrape to permute data for external CV build SVM model and use mean-balanced weight to sort genes on training set and recursive elimination of least important genes
Usage
CreateLadder(Ntotal, Nmin = 5)
Arguments
Ntotal |
Total number |
Nmin |
Minimum number, default set to 5 |
Author(s)
Dr. Xin Lu, Research Scientist Biostatistics Department, Harvard School of Public Health create a decreasing ladder for recursive feature elimination
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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