Ridge regression outperforms ordinary least squares in predicting study variables.
The article looks at how well ridge regression can predict values of variables, both inside and outside the data it was trained on. It compares ridge regression to ordinary least squares regression. The researchers found that ridge regression can be more accurate in predicting values, especially when dealing with variables that have high levels of correlation.