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Q4.(Total 25 points) The following table consists of training data from an employee database. The data have been generalized, for example, [31, 35] for age
Q4.(Total 25 points) The following table consists of training data from an employee database. The data have been generalized, for example, [31, 35] for age represents the age range of 31 to 35. For a given row entry, count represents the number of data tuples having the values for department, status, age, and salary given in that row. Let status be the class label attribute.. Salary. Count Status- Senior- Junior. Junior. Junior Senior Junior Senior Senior Junior- Senior. Junior- artment. Sales Sales- Sales Systems. Systems. Systems Systems [31, 35[46k, 50k] [26, 30]. [26k, 30k]. [31, 35]s [31k, 35k] [21, 25] [46k, 50k] 31, 35] [26, 30].[46k, 50k]- [41, 45] [66k, 70k]. [36, 40]. [46k. Sok]. [31, 35] [41k, 45k] [46, 50] [26, 30]. 40.0 40% [66k, 70k]. 10. Secretary 36k, 40k) [26k, 30k] A) (20 points) Construct a decision tree from the given data. (Show your work step by step clearly). (5 points) what would be the status of the following tuple B) Tuple. Department. Age. Salary. Status. Ti systems[26, 30] [46k, 50k]
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