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βi​ are the coefficients of the model. How Elastic Net Works: Combining Penalties: Elastic Net adds both the L1 penalty (which is the sum of the absolute values of the coefficients) and the L2 penalty (which is the sum of the squares of the coefficients) to the loss function. Balancing Feature