# Tensor Decomposition Based Unsupervised Feature Extraction

## Documentation for package ‘TDbasedUFE’ version 1.2.0

- 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)