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L1 and L2 regularization were being also applied. L1 regularization shrinks the less important functions�?coefficients to zero, removing them in the model, when L2 regularization shrinks the many coefficients towards zero but won't take away any functions totally. Additionally, we employed an early halting tactic along with a Understanding fee ti