a_regress_linear Struct Reference

instance structure for linear regression More...

#include <regress_linear.h>

Public Member Functions
void	init (a_real *p, a_size n, a_real b=0)
a_real	eval (a_real const *val) const
void	err (a_size n, a_real const *x, a_real const *y, a_real *err) const
void	pdm (a_size n, a_real const *x, a_real *pdm, a_real y_mean) const
void	gd (a_real const *input, a_real error, a_real alpha)
void	sgd (a_size n, a_real const *x, a_real const *y, a_real alpha)
void	bgd (a_size n, a_real const *x, a_real const *err, a_real alpha)
a_real	mgd (a_size n, a_real const *x, a_real const *y, a_real *err, a_real delta, a_real lrmax, a_real lrmin, a_size lrtim, a_size epoch, a_size batch)
void	zero ()

Data Fields
a_real *	coef_p
a_size	coef_n
a_real	bias

Detailed Description

instance structure for linear regression

Field Documentation

bias

a_real a_regress_linear::bias

intercept

coef_n

a_size a_regress_linear::coef_n

number of regression coefficients

coef_p

a_real* a_regress_linear::coef_p

points to regression coefficients

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

• regress_linear.h