Ten quick tips for effective dimensionality reduction

Open Access

About the Authors

Lan Huong Nguyen

Affiliation Institute for Mathematical and Computational Engineering, Stanford University, Stanford, California, United States of America

Susan Holmes

* E-mail: susan@stat.stanford.edu

Affiliation Department of Statistics, Stanford University, Stanford, California, United States of America

The authors have declared that no competing interests exist.

Principal component analysis
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Eigenvalues
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Phenols
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Wine
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Aspect ratio
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Linear discriminant analysis
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Kernel methods
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Data visualization
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