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29 lines
627 B
C++
29 lines
627 B
C++
//
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// PCA.hpp
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//
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// Created by Marc Melikyan on 10/2/20.
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//
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#ifndef MLPP_PCA_H
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#define MLPP_PCA_H
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#include <vector>
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namespace MLPP{
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class PCA{
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public:
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PCA(std::vector<std::vector<double>> inputSet, int k);
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std::vector<std::vector<double>> principalComponents();
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double score();
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private:
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std::vector<std::vector<double>> inputSet;
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std::vector<std::vector<double>> X_normalized;
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std::vector<std::vector<double>> U_reduce;
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std::vector<std::vector<double>> Z;
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int k;
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};
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}
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#endif /* PCA_hpp */
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