But conceptually, applying PCA to non-numeric data is questionable. The demo program applies z-score normalization to the source data. Next, four eigenvalues and four eigenvectors are computed from ...
Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.
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