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L1 and L2 regularization were being also utilized. L1 regularization shrinks the less significant attributes�?coefficients to zero, taking away them with the product, though L2 regularization shrinks each of the coefficients toward zero but does not eliminate any attributes completely. In addition, we employed an early stopping method as well as