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Consider the training data set collected by the ABC bank as shown in the following Table. The last column is the target value (label). We

Consider the training data set collected by the ABC bank as shown in the following Table. The last column is the target value (label). We would like to build a decision tree to classify new customers as High or Low credit customers. Consider the following two candidate splits at the root

  1. using the Savings attribute only.

  2. using the Assets attribute only.

(a) Draw a decision tree for each of the above candidate splits

Customer

Savings

Assets

Credit

1

Medium

High

High

2

Low

Low

Low

3

High

Medium

Low

4

Medium

Medium

High

5

Low

Medium

High

6

High

High

High

7

Low

Low

Low

8

Medium

Medium

High

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