PredNLMS Struct Reference

Normalised least mean squares prediction data structure. More...

#include <pred_nlms.h>

Data Fields
int	n
	Number of weights for each predicted variable. More...
int	n_weights
	Total number of weights. More...
double *	weights
	Weights used to compute prediction. More...
double *	mu
	Mutation rates. More...
double	eta
	Gradient descent rate. More...
double *	tmp_input
	Temporary storage for updating weights. More...

Detailed Description

Normalised least mean squares prediction data structure.

Definition at line 32 of file pred_nlms.h.

Field Documentation

eta

double PredNLMS::eta

Gradient descent rate.

Definition at line 37 of file pred_nlms.h.

Referenced by pred_nlms_copy(), pred_nlms_init(), pred_nlms_json_export(), pred_nlms_json_import(), pred_nlms_load(), pred_nlms_mutate(), pred_nlms_save(), and pred_nlms_update().

mu

double* PredNLMS::mu

Mutation rates.

Definition at line 36 of file pred_nlms.h.

Referenced by pred_nlms_copy(), pred_nlms_free(), pred_nlms_init(), pred_nlms_json_export(), pred_nlms_json_import(), pred_nlms_load(), pred_nlms_mutate(), and pred_nlms_save().

n

int PredNLMS::n

Number of weights for each predicted variable.

Definition at line 33 of file pred_nlms.h.

Referenced by xcsf.utils.viz.DGPViz::__init__(), xcsf.utils.viz.DGPViz::draw(), pred_nlms_compute(), pred_nlms_init(), pred_nlms_load(), pred_nlms_save(), and pred_nlms_update().

n_weights

int PredNLMS::n_weights

Total number of weights.

Definition at line 34 of file pred_nlms.h.

Referenced by pred_nlms_copy(), pred_nlms_init(), pred_nlms_json_export(), pred_nlms_json_import(), pred_nlms_load(), pred_nlms_save(), and pred_nlms_size().

tmp_input

double* PredNLMS::tmp_input

Temporary storage for updating weights.

Definition at line 38 of file pred_nlms.h.

Referenced by pred_nlms_compute(), pred_nlms_free(), pred_nlms_init(), and pred_nlms_update().

weights

double* PredNLMS::weights

Weights used to compute prediction.

Definition at line 35 of file pred_nlms.h.

Referenced by pred_nlms_compute(), pred_nlms_copy(), pred_nlms_free(), pred_nlms_init(), pred_nlms_json_export(), pred_nlms_json_import(), pred_nlms_load(), pred_nlms_save(), and pred_nlms_update().

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

• pred_nlms.h