Question
Pls solve this Question By hand use the ID3 Algorithm.

Transcribed Image Text:Class Activity: Decision Trees
Objective:
To solve a classification problem using a decision tree algorithm.
Sample Dataset: Customer Turnover
Customer Age
Salary
Tenure
Turnover (Yes/No)
22
25000
2
No
35
40000
5
No
30
60000
10
No
45
50000
3
Yes
25
30000
1
Yes
50
70000
8
No
23
32000
1
Yes
40
45000
No
33
38000
6
Yes
29
52000
7
No
55
80000
38
48000
31
54000
42
62000
2913
No
Yes
11
No
Yes
Tasks:
。 Identify the root node by calculating the information gain for each feature (Customer Age,
Salary, Tenure).
。 Create the first split in the dataset.
。 Continue splitting the data to construct the full decision tree until all instances are classified.
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