StrataFit: Stratified fit of datasets

In joseTamezPena/FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis

Stratified fit of datasets

Description

strata-wise fitting of models. The function will model the strata to predict non-labeled data sets

Usage

StrataFit(formula = formula, 
			data=NULL, 
			strataFitMethod=filteredFit, 
			targetFitMethod=LASSO_1SE,
			strataFit.control=NULL,
			...
		  )

Arguments

formula	the base formula to extract the outcome
data	the data to be used for training the method
strataFitMethod	the classification modeling function for the strata
targetFitMethod	The classification modeling for the target
strataFit.control	the parameters to the strata fitting.
...	parameters for the classification function

Value

fit_strata	The strata modeling
fit_target	A list of fitting models per strata
theclasses	The labels of the strata

Author(s)

Jose G. Tamez-Pena

joseTamezPena/FRESA.CAD documentation built on Feb. 13, 2025, 1:37 a.m.