def __init__(self, data, tree=None):
self.__selection = set()
self.__examples = []
if tree is not None:
self.__tree = tree
else:
self.__tree = ClusterTree(data)
self.__clusters = None
self.__weights = [-1.0, 1.0, 0.667]
self.__constant, self.__constantCount = False, 0
self.__oldconstant, self.__oldconscount = False, 0
self.__score = None
def __init__(self, data, tree=None):
self.__pselection = set()
self.__nselection = set()
self.__examples = []
self.__positives = []
self.__negatives = []
if tree is None:
self.__tree = ClusterTree(data)
else:
self.__tree = tree
self.__pclusters = None
self.__nclusters = None
self.__weights = [-1.0, 1.0, 0.667]
self.__score = None