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regularization strength, and α is a mixing parameter between L1 and L2 (with α = 1 being L1, and α = 0 being L2). Elastic Net is particularly beneficial in scenarios where there are multiple correlated features. L1 alone might randomly select one feature among the correlated ones, while L2 would