In machine learning, what does the concept of "regularization" refer to$?$

The process of eliminating variables only weakly related to one's target of interest

The method of identifying causal relationships and making accurate predictions

The idea that if a variable is strongly predictive, then it will likely be predictive no matter how the data are "sliced"

The method of replacing court judges with machine learning