In Spark ML, stages share a features column name convention so that:
Select an answer to reveal the explanation.
Short Explanation and Infographic
inputCol/outputCol chain stages — consistent vector column plumbing.
Full explanation below image
Full Explanation
Parameter conventions enable Pipeline composition.