Selecting a Predictive Function for a Given Gene Expression Data

Documentation for package ‘SPreFuGED’ version 1.0

SPreFuGED-package	Selecting a Predictive Function for a Given Gene Expression Data
avAcc	Average accuracy data
covMat	A covariance matrix generating function.
directClass	A function to build and evaluate 10 different classification functions on a given gene expression data.
estimateDataCha	A function to estimate data characteristics
fitLMEModel	A function to fit a linear mixed effects (LME) model of performance measure on the studied variables
generateGED	A function to simulate two groups gene expression data (GED)
plotDirectClass	A plotting function for the performance (Accuracy) of direct classifiers
plotSPreFu	A plotting function of the predicted performance of classification functions on a given dataset
SPreFu	A function for selecting an optimal predictive function for a given gene expression data.
SPreFuGED	Selecting a Predictive Function for a Given Gene Expression Data