With more iterations, the confidence of being correct lowers like a binomial distribution, which is the reason that we chose an exponential decaying weight function in Equation 4.
in this paper, we conduct empirical studies to understand these mistakes, correct the mistakes in the test set to form a cleaner benchmark, and develop a novel framework to handle the mistakes in the training set.