It does not give accurate result when there is noise. To
remove the noise pre-processing technique has to be used.
To build decision tree, information gain is calculated for each
and every attribute and select the attribute with the highest
information gain to designate as a root node. Label the attribute
as a root node and the possible values of the attribute are
represented as arcs.