It should be noted that the classification rules used to construct CBT do not have to be associative classification rules. Future research includes building CBT based on rules/conditions from efficient algorithms such as tree ensembles, which naturally handle mixed numerical and categorical variables.It may also be of interest to apply the CBT–CBC rule transformation algorithm to binary decision trees. The rules after transformation should be executed in a certain order, but can have much simpler conditions than the rules generated by the ordinary way, that is, extracting a rule by aggregating the variable–value pairs from the root node to each leaf node.
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