Question: Draw the Decision tree to classify records based on class attribute (class)? Find the class of tested set? Calculate the Measure of Impurity by using

 Draw the Decision tree to classify records based on class attribute

Draw the Decision tree to classify records based on class attribute (class)? Find the class of tested set? Calculate the Measure of Impurity by using GINI of Refund node? Which split Refund or Marital status is better? Refund Marst Yes No Married Single, Divorced C1 3 C1 4 C1 C1 C2 3 0 3 0 02 Tid Refund Marital Status Taxable Income Class 1 Yes 125K No 2 No Single Married Single 100K No 3 No 70K No 4 Yes Married No 120K Divorced 96K 5 NO Yes 6 NO No 17 Yes Married | Divorced 220K 85K No 8 INo Single Yes 9 NO Married 75K No 10? Single 90K Yes 1 NO Single 2 Yes Married 3 No Single ?? ?? ?? 95

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