def __init__(self,
                 ratio=0.5,
                 imb_threshold=0.5,
                 k=5,
                 random_state=None,
                 verbose=True):

        self.ratio = ratio
        self.imb_threshold = imb_threshold
        self.k = k
        self.random_state = random_state
        self.verbose = verbose
        self.clstats = {}
        self.num_new = 0
        self.index_new = []
:ratio:
dataset/ETHPy150Open stavskal/ADASYN/adasyn.py/ADASYN.__init__