Example of a decision Tree Splitting Attributes Tid Refund Marital Taxable Status Income Cheat 1 Y Single 125K No 2No Married 100K No Refund Yes 3No Single 70K No 4 Yes Married 120K No NO MarT 5No Divorced 95K Yes Single, DiVorced Married nO Married60K No 7 Y Divorced220K No TaxIng NO 8No Yes <80K >80K No Married 75K No NO YES 10No Single 90K Yes Training Data Model: decision tree C Tan, Steinbach, Kumar Introduction to Data Mining 4/18/2004© Tan,Steinbach, Kumar Introduction to Data Mining 4/18/2004 ‹#› Example of a Decision Tree Tid Refund Marital Status Taxable Income Cheat 1 Yes Single 125K No 2 No Married 100K No 3 No Single 70K No 4 Yes Married 120K No 5 No Divorced 95K Yes 6 No Married 60K No 7 Yes Divorced 220K No 8 No Single 85K Yes 9 No Married 75K No 10 No Single 90K Yes 10 Refund MarSt TaxInc NO YES NO NO Yes No Single, Divorced Married < 80K > 80K Splitting Attributes Training Data Model: Decision Tree