polynomial_regression Class Reference

Public Member Functions
	polynomial_regression (std::vector< double > X, std::vector< double > Y, int64_t n) noexcept
std::vector< double >	get_coeffs ()
std::vector< std::vector< double > >	create_matrix (int64_t rows, int64_t cols)
std::vector< std::vector< double > >	calculate_matrix (const std::vector< double > &x, int64_t n)
std::vector< double >	calculate_vector (const std::vector< double > &x, const std::vector< double > &y, int64_t n)
std::vector< double >	solve_linear_system (std::vector< std::vector< double > > A, std::vector< double > b)
double	predict (double x)
	predict function

Member Function Documentation

predict()

double polynomial_regression::predict ( double x )

inline

predict function

Parameters

x	the value of x which we want to predict y

Returns

double: the predicted value of y

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The documentation for this class was generated from the following file:

• /Users/runner/work/AlgoPlus/AlgoPlus/src/machine_learning/regression/polynomial_regression/poly_reg.h