Customer Id
Debt Level
Income Level
Employment Type
Credit Risk
1
High
High
Self-Employed
Bad
2
High
High
Salaried
Bad
3
High
Low
Salaried
Bad
4
Low
Low
Salaried
Good
5
Low
Low
Self-Emplyed
Bad
6
Low
High
Self-Employed
Good
7
Low
High
Salaried
Good
My question is how to make a tree from the case above I mean what method we should use to split the tree. (Mannually counting)
I hope anyone could help me by explaining i details.Because i want to make some analysis how microsoft decision tree works exactly.So Please explain me the process to build the tree completely with the method.
Thanks a lot.
Please clarify your question. I'm not sure what you are asking for- you want the equations used to determine a split?|||I'm so sorry because of confusing question. Yes what i mean is equations used to determine a split. Would you explain it detail for me? Because i 've made a thesis about microsoft decision tree analysis so i need to know how microsoft decision tree work exactly.thank you so much|||
This article explains how the Microsoft Decision Tree algorithm works at a high level and also points to the relevant research papers that the implementation is based on: http://msdn2.microsoft.com/en-us/library/ms175312(SQL.90,d=ide).aspx
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