Question: Please answer Both 2. (10 pt.s) Use the given table as a training data set dataset to develop a decision to determine if a patient

Please answer Both

Please answer Both 2. (10 pt.s) Use the given

2. (10 pt.s) Use the given table as a training data set dataset to develop a decision to determine if a patient is sick with a disease based on the presence or absence of the three symptoms shown. Patients classified as True(T) are sick and patients classified as False(F) are not sick. Assume we are currently at the root node of the decision tree. Patient Symptom Symptom Symptom Sick A B 1 T T T F 2 T F T T 3 F F T T 4 F T T F 5 F T F T a) Using information Gain and showing your calculations, which symptom would use choose for the first split of the decision tree? b) Using the Gini Index and showing your calculations, which symptom would use choose for the first split of a decision tree? 2. (10 pt.s) Use the given table as a training data set dataset to develop a decision to determine if a patient is sick with a disease based on the presence or absence of the three symptoms shown. Patients classified as True(T) are sick and patients classified as False(F) are not sick. Assume we are currently at the root node of the decision tree. Patient Symptom Symptom Symptom Sick A B 1 T T T F 2 T F T T 3 F F T T 4 F T T F 5 F T F T a) Using information Gain and showing your calculations, which symptom would use choose for the first split of the decision tree? b) Using the Gini Index and showing your calculations, which symptom would use choose for the first split of a decision tree

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