Advanced package of tensor decomposition based unsupervised feature extraction

Documentation for package ‘TDbasedUFEadv’ version 1.7.0

computeSVD	Title Perform SVD toward reduced matrix generated from a tensor with partial summation
prepareCondDrugandDisease	Prepare condition matrix for expDrug
prepareCondTCGA	Prepare Sample label for TCGA data
prepareexpDrugandDisease	Generating gene expression of drug treated cell lines and a disease cell line
prepareTensorfromList	Prepare tensor from a list that includes multiple profiles
prepareTensorfromMatrix	Generate tensor from two matrices
prepareTensorRect	Prepare tensor generated from two matrices that share samples
selectFeatureProj	Select feature when projection strategy is employed for the case where features are shared with multiple omics profiles
selectFeatureRect	Select features through the selection of singular value vectors
selectFeatureTransRect	Select features for a tensor generated from two matrices that share samples.
TensorRect-class	Class definitions
transSVD	Convert SVD to that for the case where samples are shared between two matrices