Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
choice between lambda.min and the largest λ that is within one standard error of the minimum (lambda.1se). By the law of parsimony (Occam’s razor), some prefer lambda.1se as it results in a simpler model that performs about as well as lambda.min. Also, lambda.1se tends to be more stable.