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Dimensionality Reduction

Dimensionality Reduction using Principal Component Analysis and Self Organizing Maps

Dimensionality Reduction Techniques

October 27, 2014 | | 14 Comments
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The curse of dimensionality is the phenomena whereby an increase in the dimensionality of a data set results in exponentially more data being required to produce a representative sample of that data set. To combat the curse of dimensionality, numerous linear and non-linear dimensionality reduction ... Read More