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38 changes: 38 additions & 0 deletions svm.cpp
Original file line number Diff line number Diff line change
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#include <iostream>
#include <vector>
#include <cmath>
using namespace std;

// Basit bir linear SVM örneği (öğrenme yok, sadece mantık gösterimi)
class SVM
{
public:
vector<double> weights;
double bias;

SVM()
{
weights = {0.5, -0.3};
bias = 0.1;
}

int predict(vector<double> x)
{
double sum = bias;
for (int i = 0; i < x.size(); i++)
sum += x[i] * weights[i];
return sum >= 0 ? 1 : -1;
}
};

int main()
{
SVM model;
vector<vector<double>> data = {{1, 2}, {-1, -2}, {2, 3}, {-2, -3}};
for (auto &x : data)
{
cout << "Prediction for (" << x[0] << ", " << x[1] << "): "
<< model.predict(x) << endl;
}
return 0;
}