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Imputation SAS Code.txt
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* Imputation Method = TREE ;
/*---------------------------------------------------------
SAS Code Generated by Cloud Analytic Services for Decision Tree
Date : 23Oct2024:08:32:47 UTC
Number of Nodes : 7
Number of Tree Depth : 3
Number of Bins : 50
Number of Obs : 406
-------------------------------------------------------*/
length _strfmt_69235667_ $12; drop _strfmt_69235667_;
_strfmt_69235667_ = ' ';
length P_CLAGE 8;
P_CLAGE = .;
label P_CLAGE = 'Predicted: CLAGE';
_node_id_ = 0;
_new_id_ = -1;
nextnode_69235667:
if _node_id_ eq 0 then do;
_strfmt_69235667_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235667_ in ('11',
'10',
'13',
'12',
'14',
'17',
'5',
'7',
'6',
'3',
'2',
'8') then do;
_new_id_ = 1;
end;
else if _strfmt_69235667_ in ('4',
'1',
'0',
'.') then do;
_new_id_ = 2;
end;
else if MISSING(NINQ) then do;
_new_id_ = 2;
end;
else do;
_new_id_ = 2;
end;
end;
else if _node_id_ eq 1 then do;
_strfmt_69235667_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235667_ in ('11',
'13',
'12',
'14',
'7') then do;
_new_id_ = 3;
end;
else if _strfmt_69235667_ in ('10',
'17',
'5',
'6',
'3',
'2',
'8') then do;
_new_id_ = 4;
end;
else do;
_new_id_ = 4;
end;
end;
else if _node_id_ eq 2 then do;
_strfmt_69235667_ = left(trim(put(DEROG,BEST12.)));
if _strfmt_69235667_ in ('5',
'4',
'7',
'6',
'1',
'3',
'2') then do;
_new_id_ = 5;
end;
else if _strfmt_69235667_ in ('0',
'8',
'.') then do;
_new_id_ = 6;
end;
else if MISSING(DEROG) then do;
_new_id_ = 6;
end;
else do;
_new_id_ = 6;
end;
end;
else if _node_id_ eq 3 then do;
_imp_leaf_id_ = 3;
_new_id_ = -1;
P_CLAGE = 101.921380404802;
label P_CLAGE = 'Predicted: CLAGE';
end;
else if _node_id_ eq 4 then do;
_imp_leaf_id_ = 4;
_new_id_ = -1;
P_CLAGE = 158.716540240924;
label P_CLAGE = 'Predicted: CLAGE';
end;
else if _node_id_ eq 5 then do;
_imp_leaf_id_ = 5;
_new_id_ = -1;
P_CLAGE = 159.490536501556;
label P_CLAGE = 'Predicted: CLAGE';
end;
else if _node_id_ eq 6 then do;
_imp_leaf_id_ = 6;
_new_id_ = -1;
P_CLAGE = 180.950956039244;
label P_CLAGE = 'Predicted: CLAGE';
end;
if _new_id_ >= 0 then do;
_node_id_ = _new_id_;
goto nextnode_69235667;
end;
drop _node_id_;
drop _new_id_;
drop _imp_leaf_id_;
length IMP_CLAGE 8;
drop P_CLAGE;
IMP_CLAGE = CLAGE;
if missing(CLAGE) then do;
IMP_CLAGE = P_CLAGE;
end;
/*---------------------------------------------------------
SAS Code Generated by Cloud Analytic Services for Decision Tree
Date : 23Oct2024:08:32:46 UTC
Number of Nodes : 31
Number of Tree Depth : 6
Number of Bins : 50
Number of Obs : 391
-------------------------------------------------------*/
length _strfmt_69235668_ $12; drop _strfmt_69235668_;
_strfmt_69235668_ = ' ';
array _tlevname_69235668_{11} $12 _temporary_ ( ' 11'
' 10'
' 15'
' 5'
' 4'
' 7'
' 6'
' 1'
' 0'
' 3'
' 2');
array _dt_fi_69235668_{11} _temporary_;
_node_id_ = 0;
_new_id_ = -1;
nextnode_69235668:
if _node_id_ eq 0 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('10') then do;
_new_id_ = 1;
end;
else if _strfmt_69235668_ in ('11',
'13',
'12',
'14',
'17',
'5',
'4',
'7',
'6',
'1',
'0',
'3',
'2',
'8',
'.') then do;
_new_id_ = 2;
end;
else if MISSING(NINQ) then do;
_new_id_ = 2;
end;
else do;
_new_id_ = 2;
end;
end;
else if _node_id_ eq 1 then do;
_imp_leaf_id_ = 1;
_new_id_ = -1;
_dt_pred_lev_ = 9;
_dt_pred_prob_ = 0.83333333333333;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.16666666666666;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0;
_dt_fi_69235668_{9} = 0;
_dt_fi_69235668_{10} = 0.83333333333333;
_dt_fi_69235668_{11} = 0;
end;
else if _node_id_ eq 2 then do;
_strfmt_69235668_ = left(trim(put(DEROG,BEST12.)));
if _strfmt_69235668_ in ('5',
'4',
'7',
'6',
'3',
'2',
'8',
'.') then do;
_new_id_ = 3;
end;
else if _strfmt_69235668_ in ('1',
'0') then do;
_new_id_ = 4;
end;
else if MISSING(DEROG) then do;
_new_id_ = 3;
end;
else do;
_new_id_ = 4;
end;
end;
else if _node_id_ eq 3 then do;
_strfmt_69235668_ = left(trim(put(DEROG,BEST12.)));
if _strfmt_69235668_ in ('5',
'4',
'7',
'6',
'3',
'2',
'8') then do;
_new_id_ = 5;
end;
else if _strfmt_69235668_ in ('.') then do;
_new_id_ = 6;
end;
else if MISSING(DEROG) then do;
_new_id_ = 6;
end;
else do;
_new_id_ = 5;
end;
end;
else if _node_id_ eq 4 then do;
_strfmt_69235668_ = left(trim(put(DEROG,BEST12.)));
if _strfmt_69235668_ in ('0') then do;
_new_id_ = 7;
end;
else if _strfmt_69235668_ in ('1') then do;
_new_id_ = 8;
end;
else do;
_new_id_ = 7;
end;
end;
else if _node_id_ eq 5 then do;
_strfmt_69235668_ = left(trim(put(DEROG,BEST12.)));
if _strfmt_69235668_ in ('5',
'7',
'2',
'8') then do;
_new_id_ = 9;
end;
else if _strfmt_69235668_ in ('4',
'6',
'3') then do;
_new_id_ = 10;
end;
else do;
_new_id_ = 9;
end;
end;
else if _node_id_ eq 6 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('7',
'1',
'0',
'2',
'.') then do;
_new_id_ = 11;
end;
else if _strfmt_69235668_ in ('4',
'6',
'3') then do;
_new_id_ = 12;
end;
else if MISSING(NINQ) then do;
_new_id_ = 11;
end;
else do;
_new_id_ = 11;
end;
end;
else if _node_id_ eq 7 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('13',
'12',
'14',
'17',
'5',
'4',
'3',
'2',
'8',
'.') then do;
_new_id_ = 13;
end;
else if _strfmt_69235668_ in ('7',
'6',
'1',
'0') then do;
_new_id_ = 14;
end;
else if MISSING(NINQ) then do;
_new_id_ = 13;
end;
else do;
_new_id_ = 14;
end;
end;
else if _node_id_ eq 8 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('4',
'7',
'6',
'0',
'3',
'2') then do;
_new_id_ = 15;
end;
else if _strfmt_69235668_ in ('1',
'.') then do;
_new_id_ = 16;
end;
else if MISSING(NINQ) then do;
_new_id_ = 16;
end;
else do;
_new_id_ = 15;
end;
end;
else if _node_id_ eq 9 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('5',
'1',
'0') then do;
_new_id_ = 17;
end;
else if _strfmt_69235668_ in ('11',
'4',
'6',
'3',
'2',
'8',
'.') then do;
_new_id_ = 18;
end;
else if MISSING(NINQ) then do;
_new_id_ = 18;
end;
else do;
_new_id_ = 17;
end;
end;
else if _node_id_ eq 10 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('6',
'0',
'2') then do;
_new_id_ = 19;
end;
else if _strfmt_69235668_ in ('7',
'1',
'3') then do;
_new_id_ = 20;
end;
else if MISSING(NINQ) then do;
_new_id_ = 19;
end;
else do;
_new_id_ = 19;
end;
end;
else if _node_id_ eq 11 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('1',
'0',
'.') then do;
_new_id_ = 21;
end;
else if _strfmt_69235668_ in ('7',
'2') then do;
_new_id_ = 22;
end;
else if MISSING(NINQ) then do;
_new_id_ = 21;
end;
else do;
_new_id_ = 21;
end;
end;
else if _node_id_ eq 12 then do;
_imp_leaf_id_ = 12;
_new_id_ = -1;
_dt_pred_lev_ = 7;
_dt_pred_prob_ = 0.33333333333333;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0.11111111111111;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.22222222222222;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.33333333333333;
_dt_fi_69235668_{9} = 0.33333333333333;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0;
end;
else if _node_id_ eq 13 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('13',
'12',
'14',
'17',
'3',
'2',
'8',
'.') then do;
_new_id_ = 23;
end;
else if _strfmt_69235668_ in ('5',
'4') then do;
_new_id_ = 24;
end;
else if MISSING(NINQ) then do;
_new_id_ = 23;
end;
else do;
_new_id_ = 23;
end;
end;
else if _node_id_ eq 14 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('6',
'1') then do;
_new_id_ = 25;
end;
else if _strfmt_69235668_ in ('7',
'0') then do;
_new_id_ = 26;
end;
else do;
_new_id_ = 26;
end;
end;
else if _node_id_ eq 15 then do;
_strfmt_69235668_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235668_ in ('7',
'6',
'0',
'3') then do;
_new_id_ = 27;
end;
else if _strfmt_69235668_ in ('4',
'2') then do;
_new_id_ = 28;
end;
else do;
_new_id_ = 27;
end;
end;
else if _node_id_ eq 16 then do;
_numval_ = CLAGE;
if missing(_numval_) then do;
_node_id_ = 29;
goto nextnode_69235668;
end;
if (_numval_ ge 0 and _numval_ lt 207.930255779619) then do;
_new_id_ = 29;
end;
else if (_numval_ ge 207.930255779619 and _numval_ lt 638.275361092972) then do;
_new_id_ = 30;
end;
else if (_numval_ lt 0) then do;
_new_id_ = 29;
end;
else if (_numval_ ge 638.275361092972) then do;
_new_id_ = 30;
end;
else do;
_new_id_ = 29;
end;
end;
else if _node_id_ eq 17 then do;
_imp_leaf_id_ = 17;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.66666666666666;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.03703703703703;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0.07407407407407;
_dt_fi_69235668_{8} = 0.22222222222222;
_dt_fi_69235668_{9} = 0.66666666666666;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0;
end;
else if _node_id_ eq 18 then do;
_imp_leaf_id_ = 18;
_new_id_ = -1;
_dt_pred_lev_ = 7;
_dt_pred_prob_ = 0.34615384615384;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0.03846153846153;
_dt_fi_69235668_{4} = 0.03846153846153;
_dt_fi_69235668_{5} = 0.07692307692307;
_dt_fi_69235668_{6} = 0.03846153846153;
_dt_fi_69235668_{7} = 0.07692307692307;
_dt_fi_69235668_{8} = 0.34615384615384;
_dt_fi_69235668_{9} = 0.23076923076923;
_dt_fi_69235668_{10} = 0.03846153846153;
_dt_fi_69235668_{11} = 0.11538461538461;
end;
else if _node_id_ eq 19 then do;
_imp_leaf_id_ = 19;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.63157894736842;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.05263157894736;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.1578947368421;
_dt_fi_69235668_{9} = 0.63157894736842;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0.1578947368421;
end;
else if _node_id_ eq 20 then do;
_imp_leaf_id_ = 20;
_new_id_ = -1;
_dt_pred_lev_ = 10;
_dt_pred_prob_ = 0.54545454545454;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.09090909090909;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.18181818181818;
_dt_fi_69235668_{9} = 0.18181818181818;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0.54545454545454;
end;
else if _node_id_ eq 21 then do;
_imp_leaf_id_ = 21;
_new_id_ = -1;
_dt_pred_lev_ = 10;
_dt_pred_prob_ = 0.42307692307692;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.03846153846153;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.38461538461538;
_dt_fi_69235668_{9} = 0.07692307692307;
_dt_fi_69235668_{10} = 0.07692307692307;
_dt_fi_69235668_{11} = 0.42307692307692;
end;
else if _node_id_ eq 22 then do;
_imp_leaf_id_ = 22;
_new_id_ = -1;
_dt_pred_lev_ = 7;
_dt_pred_prob_ = 0.66666666666666;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.16666666666666;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.66666666666666;
_dt_fi_69235668_{9} = 0;
_dt_fi_69235668_{10} = 0.16666666666666;
_dt_fi_69235668_{11} = 0;
end;
else if _node_id_ eq 23 then do;
_imp_leaf_id_ = 23;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.71428571428571;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.00595238095238;
_dt_fi_69235668_{5} = 0.02380952380952;
_dt_fi_69235668_{6} = 0.01190476190476;
_dt_fi_69235668_{7} = 0.00595238095238;
_dt_fi_69235668_{8} = 0.17261904761904;
_dt_fi_69235668_{9} = 0.71428571428571;
_dt_fi_69235668_{10} = 0.00595238095238;
_dt_fi_69235668_{11} = 0.0595238095238;
end;
else if _node_id_ eq 24 then do;
_imp_leaf_id_ = 24;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.67647058823529;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.02941176470588;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0.05882352941176;
_dt_fi_69235668_{8} = 0.08823529411764;
_dt_fi_69235668_{9} = 0.67647058823529;
_dt_fi_69235668_{10} = 0.08823529411764;
_dt_fi_69235668_{11} = 0.05882352941176;
end;
else if _node_id_ eq 25 then do;
_imp_leaf_id_ = 25;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.72839506172839;
_dt_fi_69235668_{1} = 0.00617283950617;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.01234567901234;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0.01234567901234;
_dt_fi_69235668_{8} = 0.11728395061728;
_dt_fi_69235668_{9} = 0.72839506172839;
_dt_fi_69235668_{10} = 0.06172839506172;
_dt_fi_69235668_{11} = 0.06172839506172;
end;
else if _node_id_ eq 26 then do;
_imp_leaf_id_ = 26;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.81008902077151;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.00296735905044;
_dt_fi_69235668_{5} = 0.00296735905044;
_dt_fi_69235668_{6} = 0.00593471810089;
_dt_fi_69235668_{7} = 0.00890207715133;
_dt_fi_69235668_{8} = 0.10385756676557;
_dt_fi_69235668_{9} = 0.81008902077151;
_dt_fi_69235668_{10} = 0.02373887240356;
_dt_fi_69235668_{11} = 0.04154302670623;
end;
else if _node_id_ eq 27 then do;
_imp_leaf_id_ = 27;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.7;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.025;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.2;
_dt_fi_69235668_{9} = 0.7;
_dt_fi_69235668_{10} = 0.025;
_dt_fi_69235668_{11} = 0.05;
end;
else if _node_id_ eq 28 then do;
_imp_leaf_id_ = 28;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.44444444444444;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0.05555555555555;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.27777777777777;
_dt_fi_69235668_{9} = 0.44444444444444;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0.22222222222222;
end;
else if _node_id_ eq 29 then do;
_imp_leaf_id_ = 29;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.36363636363636;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0.09090909090909;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0;
_dt_fi_69235668_{8} = 0.18181818181818;
_dt_fi_69235668_{9} = 0.36363636363636;
_dt_fi_69235668_{10} = 0.22727272727272;
_dt_fi_69235668_{11} = 0.13636363636363;
end;
else if _node_id_ eq 30 then do;
_imp_leaf_id_ = 30;
_new_id_ = -1;
_dt_pred_lev_ = 8;
_dt_pred_prob_ = 0.71428571428571;
_dt_fi_69235668_{1} = 0;
_dt_fi_69235668_{2} = 0;
_dt_fi_69235668_{3} = 0;
_dt_fi_69235668_{4} = 0;
_dt_fi_69235668_{5} = 0;
_dt_fi_69235668_{6} = 0;
_dt_fi_69235668_{7} = 0.28571428571428;
_dt_fi_69235668_{8} = 0;
_dt_fi_69235668_{9} = 0.71428571428571;
_dt_fi_69235668_{10} = 0;
_dt_fi_69235668_{11} = 0;
end;
if _new_id_ >= 0 then do;
_node_id_ = _new_id_;
goto nextnode_69235668;
end;
length I_DELINQ $12;
I_DELINQ = _tlevname_69235668_{_dt_pred_lev_+1};
label I_DELINQ = 'Into: DELINQ';
_i_ = 1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ11 = _dt_predp_69235668_;
label P_DELINQ11 = 'Predicted: DELINQ=11';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ10 = _dt_predp_69235668_;
label P_DELINQ10 = 'Predicted: DELINQ=10';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ15 = _dt_predp_69235668_;
label P_DELINQ15 = 'Predicted: DELINQ=15';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ5 = _dt_predp_69235668_;
label P_DELINQ5 = 'Predicted: DELINQ=5';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ4 = _dt_predp_69235668_;
label P_DELINQ4 = 'Predicted: DELINQ=4';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ7 = _dt_predp_69235668_;
label P_DELINQ7 = 'Predicted: DELINQ=7';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ6 = _dt_predp_69235668_;
label P_DELINQ6 = 'Predicted: DELINQ=6';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ1 = _dt_predp_69235668_;
label P_DELINQ1 = 'Predicted: DELINQ=1';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ0 = _dt_predp_69235668_;
label P_DELINQ0 = 'Predicted: DELINQ=0';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ3 = _dt_predp_69235668_;
label P_DELINQ3 = 'Predicted: DELINQ=3';
_i_+1;
_dt_predp_69235668_ = _dt_fi_69235668_{_i_};
P_DELINQ2 = _dt_predp_69235668_;
label P_DELINQ2 = 'Predicted: DELINQ=2';
_i_+1;
drop _dt_predp_69235668_;
drop _i_;
drop _dt_pred_lev_;
drop _dt_pred_prob_;
drop _numval_;
drop _node_id_;
drop _new_id_;
drop _imp_leaf_id_;
length IMP_DELINQ 8;
drop I_DELINQ P_DELINQ11 P_DELINQ10 P_DELINQ15 P_DELINQ5 P_DELINQ4 P_DELINQ7 P_DELINQ6 P_DELINQ1 P_DELINQ0 P_DELINQ3 P_DELINQ2;
IMP_DELINQ = DELINQ;
if missing(DELINQ) then do;
select (I_DELINQ);
when (' 0') IMP_DELINQ = 0;
when (' 1') IMP_DELINQ = 1;
when (' 2') IMP_DELINQ = 2;
when (' 3') IMP_DELINQ = 3;
when (' 4') IMP_DELINQ = 4;
when (' 5') IMP_DELINQ = 5;
when (' 6') IMP_DELINQ = 6;
when (' 7') IMP_DELINQ = 7;
when (' 10') IMP_DELINQ = 10;
when (' 11') IMP_DELINQ = 11;
when (' 15') IMP_DELINQ = 15;
otherwise;
end;
end;
/*---------------------------------------------------------
SAS Code Generated by Cloud Analytic Services for Decision Tree
Date : 23Oct2024:08:32:46 UTC
Number of Nodes : 11
Number of Tree Depth : 5
Number of Bins : 50
Number of Obs : 388
-------------------------------------------------------*/
length _strfmt_69235669_ $12; drop _strfmt_69235669_;
_strfmt_69235669_ = ' ';
array _tlevname_69235669_{9} $12 _temporary_ ( ' 5'
' 4'
' 7'
' 6'
' 1'
' 0'
' 3'
' 2'
' 8');
array _dt_fi_69235669_{9} _temporary_;
_node_id_ = 0;
_new_id_ = -1;
nextnode_69235669:
if _node_id_ eq 0 then do;
_strfmt_69235669_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235669_ in ('11',
'10',
'13',
'12',
'14',
'17',
'6',
'.') then do;
_new_id_ = 1;
end;
else if _strfmt_69235669_ in ('5',
'4',
'7',
'1',
'0',
'3',
'2',
'8') then do;
_new_id_ = 2;
end;
else if MISSING(NINQ) then do;
_new_id_ = 1;
end;
else do;
_new_id_ = 2;
end;
end;
else if _node_id_ eq 1 then do;
_strfmt_69235669_ = left(trim(put(DELINQ,BEST12.)));
if _strfmt_69235669_ in ('5',
'6',
'1',
'0',
'2') then do;
_new_id_ = 3;
end;
else if _strfmt_69235669_ in ('3',
'.') then do;
_new_id_ = 4;
end;
else if MISSING(DELINQ) then do;
_new_id_ = 4;
end;
else do;
_new_id_ = 3;
end;
end;
else if _node_id_ eq 2 then do;
_imp_leaf_id_ = 2;
_new_id_ = -1;
_dt_pred_lev_ = 5;
_dt_pred_prob_ = 0.81138790035587;
_dt_fi_69235669_{1} = 0.0011862396204;
_dt_fi_69235669_{2} = 0.00948991696322;
_dt_fi_69235669_{3} = 0.0011862396204;
_dt_fi_69235669_{4} = 0.0023724792408;
_dt_fi_69235669_{5} = 0.09608540925266;
_dt_fi_69235669_{6} = 0.81138790035587;
_dt_fi_69235669_{7} = 0.02253855278766;
_dt_fi_69235669_{8} = 0.05219454329774;
_dt_fi_69235669_{9} = 0.0035587188612;
end;
else if _node_id_ eq 3 then do;
_strfmt_69235669_ = left(trim(put(DELINQ,BEST12.)));
if _strfmt_69235669_ in ('5',
'0',
'2') then do;
_new_id_ = 5;
end;
else if _strfmt_69235669_ in ('6',
'1') then do;
_new_id_ = 6;
end;
else do;
_new_id_ = 5;
end;
end;
else if _node_id_ eq 4 then do;
_imp_leaf_id_ = 4;
_new_id_ = -1;
_dt_pred_lev_ = 4;
_dt_pred_prob_ = 0.72727272727272;
_dt_fi_69235669_{1} = 0;
_dt_fi_69235669_{2} = 0;
_dt_fi_69235669_{3} = 0.09090909090909;
_dt_fi_69235669_{4} = 0.09090909090909;
_dt_fi_69235669_{5} = 0.72727272727272;
_dt_fi_69235669_{6} = 0.09090909090909;
_dt_fi_69235669_{7} = 0;
_dt_fi_69235669_{8} = 0;
_dt_fi_69235669_{9} = 0;
end;
else if _node_id_ eq 5 then do;
_strfmt_69235669_ = left(trim(put(NINQ,BEST12.)));
if _strfmt_69235669_ in ('10',
'13',
'12',
'14',