def METHOD_NAME(self, abnormal_list: list = None, this_bin_num=bin_num):
    bin_param = FeatureBinningParam(method='quantile', compress_thres=consts.DEFAULT_COMPRESS_THRESHOLD,
                                    head_size=consts.DEFAULT_HEAD_SIZE,
                                    error=consts.DEFAULT_RELATIVE_ERROR,
                                    bin_indexes=-1,
                                    bin_num=this_bin_num)
    bin_obj = QuantileBinning(bin_param, abnormal_list=abnormal_list)
    return bin_obj