*-------------------------------------------------------------*; 
*                                                              ; 
*  TOOL : Variable Selection                                   ; 
*  TYPE : EXPLORE                                              ; 
*  NODE : Variable Selection [T14O9ELJ]                        ; 
*                                                              ; 
*-------------------------------------------------------------*; 
length _warn_ $ 4; 
label _warn_ = "Warnings"; 
length _norm1 $ %DMNORLEN; 
_norm1 = ' '; 
length _FORMAT $200; 
drop _FORMAT; 
length I_BAD $ 1; 
/*-- DMSPLIT TREE LOGIC --*/ 
_k = 0; 
if DEBTINC = . then _k = 1; 
else if DEBTINC < 32.9705231315475 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if DEBTINC = . then _k = 1; 
else if DEBTINC < 6.36478352033106 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if CLNO = . then _k = 1; 
else if CLNO < 9.1 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if INDELINQ = . then _k = 1; 
else if INDELINQ < 0.02 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 1; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
else do; 
if VALU_2UI = . then _k = 0; 
else if VALU_2UI < 12.6319203865736 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if INDELINQ = . then _k = 1; 
else if INDELINQ < 0.02 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if YOJ_34KW = . then _k = 1; 
else if YOJ_34KW < 1.11517082257845 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0.8955223880597; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0.98584905660377; 
goto T14O9ELJ; 
end; 
end; 
else do; 
if CLAG_K4W = . then _k = 1; 
else if CLAG_K4W < 4.41691524868258 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0.2; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0.93277310924369; 
goto T14O9ELJ; 
end; 
end; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
end; 
else do; 
if DEBTINC = . then _k = 0; 
else if DEBTINC < 36.3773556427399 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if DEBTINC = . then _k = 1; 
else if DEBTINC < 33.7200262840098 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if DEBTINC = . then _k = 1; 
else if DEBTINC < 33.7050362209606 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if CLNO = . then _k = 1; 
else if CLNO < 1.3 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0.33333333333333; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0.95121951219512; 
goto T14O9ELJ; 
end; 
end; 
else do; 
if INDELINQ = . then _k = 1; 
else if INDELINQ < 0.02 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0.48137535816618; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0.23420074349442; 
goto T14O9ELJ; 
end; 
end; 
end; 
else do; 
if LOAN_9QB = . then _k = 1; 
else if LOAN_9QB < 8.32374789743761 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
else do; 
if CLAG_K4W = . then _k = 1; 
else if CLAG_K4W < 3.79424869308796 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0.92987804878048; 
goto T14O9ELJ; 
end; 
end; 
end; 
end; 
else do; 
if DEBTINC = . then _k = 0; 
else if DEBTINC < 46.3934432256454 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if DEBTINC = . then _k = 0; 
else if DEBTINC < 44.5905474607224 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
if VALU_2UI = . then _k = 0; 
else if VALU_2UI < 13.0991926386135 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 0.91443850267379; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
else do; 
if CLNO = . then _k = 1; 
else if CLNO < 18.2 then _k = 0; 
else _k = 1; 
if _k = 0 then do; 
_pval = 1; 
goto T14O9ELJ; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
end; 
else do; 
_pval = 0; 
goto T14O9ELJ; 
end; 
end; 
end; 
T14O9ELJ : /* terminal node */ 
if _pval < 0 then _pval = 1; 
else if _pval > 1 then _pval = 0; 
else _pval = 1-_pval; 
/* binary target */ 
if _warn_ ne 'U' then do; 
P_EVENT = _pval; 
P_NEVENT = 1-P_EVENT; 
if P_EVENT ge 0.5 then I_BAD = '1'; 
else I_BAD = '0'; 
end; 
else do; 
P_EVENT = 0.198322147651; 
P_NEVENT = 0.80167785234899; 
I_BAD = '0'; 
end; 
drop _pval _k _norm1; 
label P_EVENT = "Predicted: EVENT for BAD"; 
label P_NEVENT = "Predicted: NO EVENT for BAD"; 
label I_BAD = "Into: BAD";