Machine Learning, Neural Networks, Artificial Intelligence, Data Science, Data.
weights. L2 encourages the model to use all of its inputs without leaning too heavily on any one. L1 is generally better if you expect the model to use certain inputs more heavily than others. L2 is more general-purpose and shows up more often as a result. The third option is the elastic-net