Splitting Attributes Tid Refund Marital Status Taxable income Cheat Refund Yes No NO NOO Single Married Single Married Divorced Married Divorced Single Married Single Married 125K 100K 70K 120K 95K 60K 220K ASK 75K 90K MarSt Single, Divorced Taxine NO <BOK > 80K NO YES Training Data Model: Decision Tree In slide 7, chapter 4, we have Marst Married Single, Divorced Tid Refund Marital Status Taxable Income Cheat NO Refund Yes No NO TaxInc <BOK > 80K Single Married Single Married Divorced Married Divorced Single Married Single 125K 100K 70к 120K 95K 60K 220K 85K 75K SOK NO YES There could be more than one tree that fits the same data! In slide 6, we start from Refund, then Marital Status, and finally Taxable income; in slide 7, we start from Marital Status, then Refund, and finally Taxable income. Since there are 3 attributes: Refund, Marital Status, and Taxable Income, there are (at least) a total of 3! = 6 different ways making decision trees. These two in slide 6 and & put Taxable income as the 3rd attribute. When Taxable income is the 2nd or the 3rd attribute, there will be different decision trees. (b) (20%) Draw two other decision trees (where TaxInc is the 2nd or 3rd attribute). Show transcribed image text Splitting Attributes Tid Refund Marital Status Taxable income Cheat Refund Yes No NO NOO Single Married Single Married Divorced Married Divorced Single Married Single Married 125K 100K 70K 120K 95K 60K 220K ASK 75K 90K MarSt Single, Divorced Taxine NO 80K NO YES Training Data Model: Decision Tree In slide 7, chapter 4, we have Marst Married Single, Divorced Tid Refund Marital Status Taxable Income Cheat NO Refund Yes No NO TaxInc 80K Single Married Single Married Divorced Married Divorced Single Married Single 125K 100K 70к 120K 95K 60K 220K 85K 75K SOK NO YES There could be more than one tree that fits the same data! In slide 6, we start from Refund, then Marital Status, and finally Taxable income; in slide 7, we start from Marital Status, then Refund, and finally Taxable income. Since there are 3 attributes: Refund, Marital Status, and Taxable Income, there are (at least) a total of 3! = 6 different ways making decision trees. These two in slide 6 and & put Taxable income as the 3rd attribute. When Taxable income is the 2nd or the 3rd attribute, there will be different decision trees. (b) (20%) Draw two other decision trees (where TaxInc is the 2nd or 3rd attribute).
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Answer to Splitting Attributes Tid Refund Marital Status Taxable income Cheat Refund Yes No NO NOO Single Married Single Married D…