The HPNEURAL Procedure

PROC HPNEURAL <DATA=SAS-data-set>  <NOPRINT> ;

PERFORMANCE performance-options;

ARCHITECTURE architecture-options;

ID variables;

INPUT variables </ <LEVEL=INT | LEVEL=NOM >
<STD=RANGE | STD=ZSCORE | STD=NONE >
<MISSING=MAP>>;

WEIGHT variable | _INVERSE_PRIORS_;

HIDDEN number </ ACT= activation-function>;

TARGET variables </ <LEVEL=INT | LEVEL=NOM >
<STD=RANGE | STD=ZSCORE | STD=NONE >
<ACT=activation-function> <ERROR=error-function>>;

PARTITION ROLEVAR=variable( TRAIN=number | VALIDATE=number );

PARTITION FRACTION( TRAIN=number | VALIDATE=number );

TRAIN <NUMTRIES=number> <MAXITER=number>
<VALID=NONE> <OUTMODEL=SAS-data-set> ;

SCORE OUT=SAS-data-set <MODEL=SAS-data-set> ;

CODE FILE=’external-file’ | fileref;