def __init__(self):
super(HeteroSecureBoostingTreeGuest, self).__init__()
self.convegence = None
self.y = None
self.F = None
self.predict_F = None
self.data_bin = None
self.loss = None
self.init_score = None
self.classes_dict = {}
self.classes_ = []
self.num_classes = 0
self.classify_target = "binary"
self.feature_num = None
self.encrypter = None
self.grad_and_hess = None
self.tree_dim = 1
self.tree_meta = None
self.trees_ = []
self.history_loss = []
self.bin_split_points = None
self.bin_sparse_points = None
self.encrypted_mode_calculator = None
self.feature_importances_ = {}
self.role = consts.GUEST
self.transfer_variable = HeteroSecureBoostingTreeTransferVariable()
def __init__(self):
super(HeteroSecureBoostingTreeHost, self).__init__()
self.transfer_variable = HeteroSecureBoostingTreeTransferVariable()
# self.flowid = 0
self.tree_dim = None
self.feature_num = None
self.trees_ = []
self.tree_meta = None
self.bin_split_points = None
self.bin_sparse_points = None
self.data_bin = None
self.role = consts.HOST