The Ghana health service requested for a machine learning model to detect the presence of a new disease based on symptoms present in a blood sample. You have been selected to be part of the team...

Artificial Intelligence please answer question 2.

Extracted text: The Ghana health service requested for a machine learning model to detect the presence of a new disease based on symptoms present in a blood sample. You have been selected to be part of the team responsible for the development of the model. Belo is a block diagram of the system. Inputs Processing Output The accuracy in the output depends on the correct inputs. The model designed is supposed to be evaluated to dentermine the accuracy and it is way. Hence the data sets can affect the model and vice versa supposed to function in a supervised Given Model Data)P(Data PMD)P(D P(Data|Model) -- or P(DIM) - show that the PMedet) PIM) following statements are true with a formal mathematical proof. Show that P(DIM) -MDIPAN-M-DMPD 1-M) . P(D) - P(D|M")(1- P(M) + (1- P(D /MP(M) I discussion and avoid plagiarism. P(MD)P(D) Question 2 From the question 1, given P(D|M) =- solve the following a. Draw the probability tree for the situation. b. Draw the reverse tree for the situation. e Discuss the False Postive from the main tree d. Discuss the True positive from the main tree e. Discuss the False negative from the main tree L Discuss the True negative from the main tree. * Discuss the False Positive from the main reverse tree A Discuss the True positive from the main reverse tree i Discuss the False negative from the main reverse tree i Discuss the True negative from the main reverse tree.