33 lines
752 B
C++
33 lines
752 B
C++
#include <iostream>
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#include <math.hpp>
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#include <file.hpp>
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#include <knn.hpp>
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int main(int argc, char** argv) {
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int k = 20;
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std::string filename;
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std::string sample_name;
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int cmax = 10;
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int threshold = 20;
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int n = 2;
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if (argc > 3) {
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filename = argv[1];
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k = atoi(argv[2]);
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sample_name = argv[3];
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} else {
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std::cout << "Invalid number of arguments" << std::endl;
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return 0;
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}
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math::dataset references = load_csv(filename, 2*cmax+1);
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if (references.size() == 0) {
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std::cout << "Invalid file" << std::endl;
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return 0;
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}
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sample_name = random_image(sample_name);
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math::csignal sample = math::img2desc(sample_name, cmax, threshold);
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std::cout << predict(sample, references, k, n) << std::endl;
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};
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