MWMOTE.py 文件源码

def fit(self, data):
    self.data = data
    self.real_indices = range(len(data))
    for i in range(len(data)):
      self.dic[ (i, i) ] =  0.
      for j in range(i):
        self.dic[ (i, j) ] = math.sqrt( math.fsum( ( (a-b)**2 for a, b in zip(self.data[i], self.data[j])) ) )
        self.dic[ (j, i) ] =  self.dic[ (i, j) ]