Understanding Component Analysis Technology

The statistical multivariate analysis involves working with a large number of variables. However, using large datasets poses the challenge of dimensionality characterized by inconsistencies. The bigger a data set is, the higher are the number of redundant features and so the more the computational time required. Component analysis technology is a technique used to reduce the dimensionality of a dataset.…

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