Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: There are several domains, such as health-care, in which the decision process usually has a background knowledge that must be considered.  need to maximize the accuracy of the models, but  also need them to be meaningful. Otherwise it will lead to the problem that the expert finds the obtained models incomprehensible.  propose a way for representing the knowledge of the experts in order to modify the C 4.5 algorithm to produce decision trees which are more comprehensible to medical doctors without losing accuracy.
['Joan Albert López-Vallverdú', 'David Riaño', 'Antoni Collado']
I am writing a research paper on a idea Increasing Acceptability of Decision Trees with Domain Attributes Partial Orders
[{"from": "human", "value": "I am writing a research paper on a idea Increasing Acceptability of Decision Trees with Domain Attributes Partial Orders"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: There are several domains, such as health-care, in which the decision process usually has a background knowledge that must be considered.  need to maximize the accuracy of the models, but  also need them to be meaningful. Otherwise it will lead to the problem that the expert finds the obtained models incomprehensible.  propose a way for representing the knowledge of the experts in order to modify the C 4.5 algorithm to produce decision trees which are more comprehensible to medical doctors without losing accuracy."}]