Question: Please use the table as your training data to select an attribute among these four (Customer Id, Gender, Car Type, Shirt Size) as your root

Please use the table as your training data to select an

Please use the table as your training data to select an attribute among these four (Customer Id, Gender, Car Type, Shirt Size) as your root node test condition based on the following criteria (Please show your solutions in detail.)

Gain based on Entropy. And which attribute is selected?

Gain based on misclassification error. And which attribute is selected?

Gain Ratio based on Entropy. And which attribute is selected?

Gain Ratio based on misclassification error. And which attribute is selected?

Before Splitting: 10 records of class 0 , 10 records of class 1 Which test condition is the best? 2/6/2023 Introduction to Data Mining, 2nd Edition

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