# Classification using LS-PLS for Logistic Regression

## Documentation for package ‘lsplsGlm’ version 1.0

- DESCRIPTION file.

## Help Pages

BreastCancer | Gene expression and clinical data used to predict the presence of subclinical metastases for breast cancer patients
CentralCNS | Gene expression and clinical data used to predict tumors of Central Nervous System from children
cv.lspcr.glm | Cross-validation for LS-PCR model for logistic regression
cv.lspls.glm | Cross-validation for LS-PLS model for logistic regression
fit.lspcr.glm | Fitting a LS-PCR model for logistic regression
fit.lspls.glm | Fitting LS-PLS for generalized model for logistic regression
lspls | Weighted LS-PLS gaussian regression
pls | Weighted PLS gaussian regression
predict.lspcr.glm | Predict method for LS-PCR fits.
predict.lspls.glm | Predict method for LS-PLS model fits.
preselected.sample | Selected randomized controlled random sample
SIS.selection | Sure Independence Screening