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Implementation for Principal Component Analysis algorithm

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Implementation for Principal Component Analysis algorithm

This source code has implementation for PCA algorithm in C++ using Eigen C++ library.

Required components to run the code:

  • Install Visual Studio 2012 (Express Edition works fine)
  • Windows operating system (Windows 7 or higher)

How to run the source code:

  • Open file .\pca\PrincipalComponentAnalysis\PrincipalComponentAnalysis\Program.cpp
  • Set the matrix dimensions in rows and columns variables.
  • Set the matrix values in m variable.
  • Run the program F5
  • Output should be the values of the input's principal component.

The output of the assignment matrix is found in Output.txt

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