Please answer the following question.

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(14 marks) A factory named XYZ is doing inspection to their machine specifications whether they are still working properly based on machine age in months as given in Table 1.2 below. Table 1.2: Machine Specification and Machine Age Machine meeting Machine Age (Month) spec? 0 57 0 73 1 22 0 59 1 15 1 36 0 68 0 49 0 27 59 1 1 10 0 78 1 22 1 36 0 57 a) Using linear discriminant analysis develop models to represent machine specification for 0 (BAD) and 1 (GOOD) based on the data given in Table 1.2. b) As a manager of the factory, you get a task to do the inspection on all the machines available in the factory. You are curious to check whether machine age of 45 is still meeting the specification or not using the developed models in part a). Discuss your findings. Select one: O True O False (14 marks) A factory named XYZ is doing inspection to their machine specifications whether they are still working properly based on machine age in months as given in Table 1.2 below. Table 1.2: Machine Specification and Machine Age Machine meeting Machine Age (Month) spec? 0 57 0 73 1 22 0 59 1 15 1 36 0 68 0 49 0 27 59 1 1 10 0 78 1 22 1 36 0 57 a) Using linear discriminant analysis develop models to represent machine specification for 0 (BAD) and 1 (GOOD) based on the data given in Table 1.2. b) As a manager of the factory, you get a task to do the inspection on all the machines available in the factory. You are curious to check whether machine age of 45 is still meeting the specification or not using the developed models in part a). Discuss your findings. Select one: O True O False