The GENESELECT Procedure (Experimental)
The following statements are available in PROC GENESELECT.
PROC GENESELECT
<options> ;
FREQ
variable ;
PERFORMANCE
<options> ;
TRAIT
variable </ options> ;
VAR
variables </ options> ;
IMPORTANCE
<options> ;
PARTIALDEP
<options> ;
SAVE
<options> ;
SCORE
<options> ;
The FREQ, PERFORMANCE, TRAIT, and VAR statements describe the data and performance options. They must appear before the IMPORTANCE, PARTIALDEP, SAVE, and SCORE statements.
Table 6.1 summarizes what each statement (other than the PROC statement) in the GENESELECT procedure enables you to do.
Table 6.1: Statements in the GENESELECT Procedure
|
Statement |
Description |
|---|---|
|
FREQ |
specify a frequency variable |
|
PERFORMANCE |
specify memory size and where to locate data |
|
TRAIT |
specify the response variable |
|
VAR |
specify input variables with common options |
|
IMPORTANCE |
output estimates of variable influence |
|
PARTIALDEP |
output partial dependency for plots and interaction detection |
|
SAVE |
output data sets containing model results |
|
SCORE |
output model predictions |