L1 and L2 regularization have been also applied. L1 regularization shrinks the less important characteristics??coefficients to zero, taking away them from the design, even though L2 regularization shrinks many of the coefficients towards zero but would not eliminate any features solely. Additionally, we utilized an early halting system in addition

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