86
87 proc cas;
88 loadactionset "smote";
89 action smoteSample result=r/
90 table={name="hmeq", caslib="PUBLIC"},
91 nominals={"REASON", "JOB"},
92 classColumn="BAD",
93 classToAugment=1,
94 seed=10,
95 numSamples=1000,
96 casout={name="out",replace="TRUE"};
97 print r;
98 run;
NOTE: Active Session now SS.
NOTE: Added action set 'smote'.
**WARNING: For the 'classColumn' parameter, the 'BAD' column does not appear in 'NOMINALS'.**
NOTE: Adding 'classColumn': 'BAD' to the 'NOMINALS'.
NOTE: Smote completed successfully.
99 quit;
NOTE: The PROCEDURE CAS printed page 2.
NOTE: PROCEDURE CAS used (Total process time):
real time 0.63 seconds
cpu time 0.04 seconds