MIT | 1.0 | 2025-03-26

PCA filter

PreprocessingMATLAB

Authors

Lovelace's Square

Affiliations

¹Lovelace's Square

This function performs PCA filtering on the input matrix. It reduces the dimensionality of the data by projecting it onto the specified number of principal components and then reconstructs the matrix.

Reference

Bro, R.; Smilde, A. K. (2014). Principal component analysis. Analytical Methods, 6, 2812-2831. https://doi.org/10.1039/C3AY41907J GitHub repository. https://github.com/LovelaceSquare/pca-filter Version 1.0.

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MIT | 1.0 | 2025-03-26

PCA filter

PreprocessingMATLAB

Authors

Lovelace's Square

Affiliations

¹Lovelace's Square

This function performs PCA filtering on the input matrix. It reduces the dimensionality of the data by projecting it onto the specified number of principal components and then reconstructs the matrix.

Reference

Bro, R.; Smilde, A. K. (2014). Principal component analysis. Analytical Methods, 6, 2812-2831. https://doi.org/10.1039/C3AY41907J GitHub repository. https://github.com/LovelaceSquare/pca-filter Version 1.0.

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