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Dimensionality reduction: principal component analysis (PCA)

#dimensionality-reduction-principal-component-analysis-pca · 7 entries. Projects, essays and notes, newest first.

02-02-431Eigenvector Equation (Principal Axes)NoteDimensionality reduction: principal component analysis (PCA)02-02-430Data CenteringNoteDimensionality reduction: principal component analysis (PCA)02-02-432Low-Rank Approximation (SVD)NoteDimensionality reduction: principal component analysis (PCA)02-02-433Projection (Encoding)NoteDimensionality reduction: principal component analysis (PCA)02-02-434Reconstruction (Decoding)NoteDimensionality reduction: principal component analysis (PCA)02-02-435Residual Error (Truncated Eigenvalues)NoteDimensionality reduction: principal component analysis (PCA)02-02-436Sample Covariance MatrixNoteDimensionality reduction: principal component analysis (PCA)