Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
model. At the end of the day it’s all about trade-offs! Even though this was a very small dataset, the impact and effectiveness of regularization was clear: Coefficients and intercept were adjusted. Specifically with Lasso, the feature squirrels could be dropped from the model, because its