filename remote socket "127.0.0.1:6681"; 
*; 
* SAS NEURAL NETWORK - TRAINING FUNCTION; 
*; 
proc neural data=emdata.dm_DGM00092 dmdbcat=EMPROJ.dm_DGM00092 
network=EMPROJ.NNS_BZCG.NETWORK 
validdata=EMDATA.VALDAK5J 
predata=EMDATA.NNDD8GVH 
; 
REMOTE socket=remote; 
decision decisiondata= EMPROJ.BAD_ decvars= 
_DEC1 
; 
*; 
prelim 10 
outest= EMPROJ.NNP7LN72 
; 
*; 
train 
outest= EMPROJ.NNEGKW76 estiter=1 
outfit= EMPROJ.NNFHBO7D 
; 
*; 
code noerror nores metabase=EMPROJ.NNS_BZCG.DATASTEP.SOURCE; 
*; 
RUN; 
*; 
* SAS NEURAL NETWORK - SCORING FUNCTION; 
*; 
proc neural data= emdata.dm_DGM00092 dmdbcat=EMPROJ.dm_DGM00092 
network=EMPROJ.NNS_BZCG.NETWORK; 
decision decisiondata= EMPROJ.BAD_ decvars= 
_DEC1 
; 
*; 
initial inest=EMPROJ.NNXICHBY BYLABEL; 
*; 
NLOPTIONS noprint; 
TRAIN tech=none; 
*; 
code noerror nores metabase=EMPROJ.NNS_BZCG.DATASTEP; 
score noerr nostd nohidden nores data=EMDATA.TRNR9VDF role=TRAIN outfit=_tfit 
out=EMDATA.TRNJ3716 (label='Neural scores:TRAIN' type=TRAIN 
); 
score noerr nostd nohidden nores data=EMDATA.VALDAK5J role=VALID outfit=_vfit 
out=EMDATA.VALI9CA6 (label='Neural scores:VALID' type=VALID 
); 
score noerr nostd nohidden nores data=EMDATA.VALDAK5J role=VALID 
out=EMPROJ._A0014JS (label='Neural scores:VALID' type=VALID 
keep= 
P_: 
D_: 
_WARN_ 
EP_: 
BP_: 
CP_: 
EL_: 
BL_: 
CL_: 
IC_: 
BAD 
); 
RUN; 
* Save fit statistics; 
data EMPROJ.NNYTISTY; 
merge _tfit _vfit; 
RUN;