Are the names of machine learning algorithms capitalized? [closed]
Solution 1:
These are specific types of algorithms so they should be capitalized, and as @FumbleFingers suggests, be consistent. However, you should not capitalize the terms when they are used as verbs.
When bagging with decision trees, we are less concerned about individual trees overfitting the training data. (verb)
As such, even with Bagging, the decision trees can have a lot of structural similarities and in turn have high correlation in their predictions. (proper noun)