a_regress_linear Struct Reference

instance structure for linear regression More...

#include <regress_linear.h>

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

Data Fields
a_float *	coef_p
a_size	coef_n
a_float	bias

Detailed Description

instance structure for linear regression

Field Documentation

bias

a_float a_regress_linear::bias

intercept

coef_n

a_size a_regress_linear::coef_n

number of regression coefficients

coef_p

a_float* 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