code: def predict(self, X):
      return np.argmax(self.predict_proba(X), axis=1)
  
imports: from sklearn.tree._tree import Tree
  from sklearn.tree import DecisionTreeClassifier, DecisionTreeRegressor
  from sklearn.base import ClassifierMixin, RegressorMixin
  from sklearn import __version__
  from collections import namedtuple
  import pandas
  import numpy
  from collections import namedtuple
  from sklearn import __version__
  from sklearn.base import ClassifierMixin, RegressorMixin
  from sklearn.tree import DecisionTreeClassifier, DecisionTreeRegressor
  from sklearn.tree._tree import Tree
  import imodels.util.tree
label_desc: Use image node_id 8 for calling the CustomDecisionTreeClassifier obj's underlying member method code with example usage: obj.predict(X) and returns: np