Question: What are Ensemble Algorithms? Write an algorithm for BOOSTING method. Assume that two individuals offer to sell you their predictive models M1 and M2. The

  1. What are Ensemble Algorithms? Write an algorithm for BOOSTING method.
  1. Assume that two individuals offer to sell you their predictive models M1 and M2. The confusion matrices produced by each model are as follows. What is the accuracy of each model? Assuming that precision is of paramount importance in your application, which of the two models would you buy? Why?

Performance of M1

Performance of M2

Predicted True

Predicted False

Predicted True

Predicted False

Actually True

5

95

Actually True

85

15

Actually False

10

90

Actually False

95

5

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