Sparse Principal Component Analysis with Preserved Sparsity Pattern
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https://researchdata.edu.au/sparse-principal-component-sparsity-pattern/1609323
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资源简介:
MATLAB code + demo to reproduce results for "Sparse Principal Component Analysis with Preserved Sparsity". This code calculates the principal loading vectors for any given high-dimensional data matrix. The advantage of this method over existing sparse-PCA methods is that it can produce principal loading vectors with the same sparsity pattern for any number of principal components. Please see Readme.md for more information.
提供机构:
The University of Western Australia



