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42 lines
924 B
C++
42 lines
924 B
C++
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//
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// GaussianNB.hpp
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//
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// Created by Marc Melikyan on 1/17/21.
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//
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#ifndef GaussianNB_hpp
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#define GaussianNB_hpp
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#include <vector>
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namespace MLPP{
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class GaussianNB{
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public:
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GaussianNB(std::vector<std::vector<double>> inputSet, std::vector<double> outputSet, int class_num);
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std::vector<double> modelSetTest(std::vector<std::vector<double>> X);
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double modelTest(std::vector<double> x);
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double score();
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private:
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void Evaluate();
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int class_num;
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std::vector<double> priors;
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std::vector<double> mu;
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std::vector<double> sigma;
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std::vector<std::vector<double>> inputSet;
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std::vector<double> outputSet;
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std::vector<double> y_hat;
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};
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#endif /* GaussianNB_hpp */
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}
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