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Calculate the new misclassification error

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Problem: Below is a classification matrix for 3 categories Low, Medium and High:

 

 

Low

Medium

High

Actual Class

 

 

 

 

 

Low 

12

9

4

 

Medium

9

12

4

 

High

6

0

2

Suppose our original categorization changes such that everything categorized as Medium is also now categorized as High (i.e. Medium and High are just one group called High).

Calculate the new misclassification error for the Low and High categories. What is the advantage of this new categorization? (Hint: compare with misclassification error for the previous categorization)

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Reference no: EM133034461

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