Tensor Decomposition Based Unsupervised Feature Extraction

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Documentation for package ‘TDbasedUFE’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

computeHosvd	Title Compute higher order singular value decomposition
computeHosvdSqure	Title Compute higher order singular value decomposition from the tensor generated from squared matrix
convertSquare	Generate squared tensor from multiomics data
PrepareSummarizedExperimentTensor	Title Generate feature values formatted as a tensor format
PrepareSummarizedExperimentTensorSquare	Title Generate feature values formatted as a tensor format from Squared matrix
selectFeature	Title Select features
selectFeatureSquare	Title Select features (for tensor generated from squared matrix)
selectSingularValueVectorLarge	Title Select singular value vectors from HOSVD (boxplot version)
selectSingularValueVectorSmall	Title Select singular value vectors from HOSVD
tableFeatures	Title Show selected features as Table
tableFeaturesSquare	Title Show selected features as Table (for Squared one)