linear_regression Class Reference

Class for linear regression algorithm. More...

#include <lin_reg.h>

Public Member Functions
	linear_regression (std::vector< std::vector< double > > points)
	Constructor for linear regression class.
std::pair< double, double >	get_results ()
	get_results function
double	predict (double x)
	predict function

Detailed Description

Class for linear regression algorithm.

Constructor & Destructor Documentation

linear_regression()

linear_regression::linear_regression ( std::vector< std::vector< double > > points )

inlineexplicit

Constructor for linear regression class.

Parameters

points

2D points that user pass to the regressor

Member Function Documentation

get_results()

std::pair< double, double > linear_regression::get_results ( )

inline

get_results function

Returns

pair<double,double> the values of a and b

predict()

double linear_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/linear_regression/lin_reg.h