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37 lines
853 B
C++
37 lines
853 B
C++
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#ifndef MLPP_KNN_H
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#define MLPP_KNN_H
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//
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// kNN.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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#include <vector>
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namespace MLPP{
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class kNN{
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public:
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kNN(std::vector<std::vector<double>> inputSet, std::vector<double> outputSet, int k);
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std::vector<double> modelSetTest(std::vector<std::vector<double>> X);
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int modelTest(std::vector<double> x);
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double score();
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private:
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// Private Model Functions
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std::vector<double> nearestNeighbors(std::vector<double> x);
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int determineClass(std::vector<double> knn);
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// Model Inputs and Parameters
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std::vector<std::vector<double>> inputSet;
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std::vector<double> outputSet;
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int k;
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};
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}
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#endif /* kNN_hpp */
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