Trouble building recursive VIF-based feature elimination in KNIME (IF Switch + Recursive Loop)
I am trying to implement recursive multicollinearity removal using VIF in KNIME.
Goal:
Iteratively remove the column with the highest VIF if VIF > threshold (5).
Stop when no VIF > 5 remains.
Workflow Logic
1.
Initial dataset → Recursive Loop Start
1.
Compute VIF (custom component from KNIME Hub)
1.
Sort VIF descending → Top k Row Filter (k=1)
1.
Rule Engine
if top VIF > 5 →
"REMOVE"else
"STOP"1.
Table Row to Variable
Extract top-VIF column name → variable
1.
Column Name Extractor
Get full list of columns
1.
Reference Row Filter
Remove the column if action = REMOVE
Else pass data unchanged
1.
IF Switch → End IF → Recursive Loop End
Issue
Everything works except wiring the loop correctly.
*
The Recursive Loop End executes, but
*
The Recursive Loop Start bottom feedback port remains empty in my setup
*
So workflow doesn’t allow execution as a full loop
I get stuck deciding which output should connect to the feedback input on Recursive Loop Start.
Can any one please help with what I am missing here?
Best Regards,