Dimension Reduction

Dimension_Reduction

PCA

• Principal Component Analysis
  Not all the information of the data is necessary, so we want to find the principal components which have the maximum dissimilarity.
  These PCs are uncorrelated(In Algebra, we can say orthogonal) to ensure we can use minimum PCs represent the original data.