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Ridge regression, in comparison with linear regression ... is easier to overfit the data adds an L ...
Ridge regression, in comparison with linear regression ... is easier to overfit the data adds an L1-norm penalty on the weights to the cost function adds a squared L2-norm penalty on the weights to the cost function is more sensitive to outliers