original_docstring: 
          Construct a prediction of data based on the trained model.
          
docstring: Construct a prediction of data based on the trained model.
docstring_tokens: Construct a prediction of data based on the trained model .
code: def predict(self, data):
          """
          Construct a prediction of data based on the trained model.
          """
          return self.model.predict(xgb.DMatrix(data, feature_names=self.feature_names))
code_tokens: def predict ( self , data ) : return self . model . predict ( xgb . DMatrix ( data , feature_names = self . feature_names ) )
short_docstring: Construct a prediction of data based on the trained model.
short_docstring_tokens: Construct a prediction of data based on the trained model .
comment: """
          Construct a prediction of data based on the trained model.
          """