Question: Predictive Analytics - MDA 6 1 1 PBL Week 5 Calculate Entropy and Information Gain for Attribute Selection in Decision Tree Learning. 1 . Calculate

Predictive Analytics - MDA611
PBL Week 5
Calculate Entropy and Information Gain for Attribute Selection in Decision Tree Learning.
1. Calculate the Entropy of the given dataset, that is Entropy(S). Show your steps clearly.
2. Calculate the Information Gain for using each of the four attributes, including Temperature, Vomiting, Delhi belly, and Shivering, and the attribute Diagnosis as the class label. Show your steps clearly.
3. Determine which attribute will maximize the Information Gain when used in splitting the given dataset.
Predictive Analytics - MDA 6 1 1 PBL Week 5

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