You have been provided data on five variables, A through D, and Target.. The variables, A through D, are being used to predict the variable, Target (Positive or Negative). You need to identify the order in which variable(s) should be used (based on their Gini Index and Gini Gain) for developing the tree to predict Target. Show your calculations. Since variables, A through D, are numerical variables, you would use the following criteria to convert them into categories: A B D Case # 1 3.4 1.9 2 4.8 5 5 0.2 1.2 0.2 3 4 1.6 1.6 1.5 1.4 1.6 1.6 5 6 Two categories for A: Two categories for B: Two categories for C: Two categories for D: = 5 High >= 3 High >= 4.2 High >= 1.4 High 7 3 3.4 3.5 3.4 3.2 3.1 3.4 3.2 3.2 3.1 2.3 8 1.5 5.2 5.2 4.7 4.8 5.4 7 6.4 6.9 5.5 6.5 5.7 6.3 4.9 9 Target positive positive positive positive positive positive positive positive negative negative negative negative negative negative negative negative 0.2 0.2 0.2 0.2 0.4 1.4 1.5 1.5 1.3 1.5 1.3 1.6 10 4.7 4.7 4.9 Show your calculations and steps. 11 12 4 2.8 4.6 13 14 15 16 2.8 3.3 4.5 4.7 3.3 2.4 1 You have been provided data on five variables, A through D, and Target.. The variables, A through D, are being used to predict the variable, Target (Positive or Negative). You need to identify the order in which variable(s) should be used (based on their Gini Index and Gini Gain) for developing the tree to predict Target. Show your calculations. Since variables, A through D, are numerical variables, you would use the following criteria to convert them into categories: A B D Case # 1 3.4 1.9 2 4.8 5 5 0.2 1.2 0.2 3 4 1.6 1.6 1.5 1.4 1.6 1.6 5 6 Two categories for A: Two categories for B: Two categories for C: Two categories for D: = 5 High >= 3 High >= 4.2 High >= 1.4 High 7 3 3.4 3.5 3.4 3.2 3.1 3.4 3.2 3.2 3.1 2.3 8 1.5 5.2 5.2 4.7 4.8 5.4 7 6.4 6.9 5.5 6.5 5.7 6.3 4.9 9 Target positive positive positive positive positive positive positive positive negative negative negative negative negative negative negative negative 0.2 0.2 0.2 0.2 0.4 1.4 1.5 1.5 1.3 1.5 1.3 1.6 10 4.7 4.7 4.9 Show your calculations and steps. 11 12 4 2.8 4.6 13 14 15 16 2.8 3.3 4.5 4.7 3.3 2.4 1