def __init__(self, training_set):
"""
Constructs a new decision tree.
Args:
training_set: model.DataSet
The training data to use when building the decision tree.
"""
self.training_set = training_set
self._tree = id3.build_tree(training_set)
self._plotter = MatplotlibAnnotationTreePlotter(self._tree)
