Question: data mining ID Status Defaulted Time left 1:10 1 No Single Married 2 No 3 No Single Married 4 No 5 Divorced Yes 6 No

data mining ID Status Defaulted Time left 1:10 1 No Single

data mining

ID Status Defaulted Time left 1:10 1 No Single Married 2 No 3 No Single Married 4 No 5 Divorced Yes 6 No Married Divorced 7 No 8 Yes 9 Single Married Single No 10 Yes Compute the reduction in impurity according to the attribute Status when it is splitted as: (single, married) and (divorced). Hint: Reduction in Impurity is calculated with the below formula AGini(A) = Gini(D) GiniA(D) IMPORTANT: 1. To the below box write ONLY the reduction in impurity value you have found. 2. Do all your work at a paper and upload the photo of this paper from the file upload part under the question. Write your student ID, name and your signature on the paper. If you don't send this paper you WILL NOT GET ANY CREDIT

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