Define binary logistic regression with a lasso penalty mathematically, including

the function to be optimised and briefly introduce a method than can be used to optimise

it. Note that this might require a little research.

(3 marks) Define binary logistic regression with a lasso penalty mathematically, including the function to be optimised and briey introduce a method than can be used to optimise it. Note that this might require a little research