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L1 and L2 regularization have been also used. L1 regularization shrinks the less significant capabilities�?coefficients to zero, eradicating them through the model, although L2 regularization shrinks each of the coefficients towards zero but won't clear away any attributes completely. In addition, we employed an early halting approach plus a Find