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An artificial intelligence system was design to forecast the financial trading market and predict change based on observed variables from the business environment. A machine learning model is to be designed in understand and forecast trends based on Markov chain. The variables to be observed are • Population(A) Poverty rate(B) Inflation (C) Available resources(D) Theses variables can affect each other or impact upon one another. [P Pa P Paj ... ... Pas ... Pu Pa P Ps ... Ps. [Ps1 Psa ... Pss The matix P represent the general form of an state matrix. .. Below is a table of the variables with their effect on each other. A B D A 0.2 0.2 0.3 0.3 B. 0.2 0.3 0.2 0.3 0.3 0.4 0.1 0.2 D. 0.4 0.2 0.2 0.2 Answer the following question below: a. Provide a general Markov state diagram for the variable described. b. Assuming the below factor, A, affected the state in the table above, produce the state diagram for, A, and calculate the final state.

An artificial intelligence system was design to forecast the financial trading market and predict change based on observed variables from the business environment. A machine learning model is to be designed in understand and forecast trends based on Markov chain. The variables to be observed are • Population(A) Poverty rate(B) Inflation (C) Available resources(D) Theses variables can affect each other or impact upon one another. [P Pa P Paj ... ... Pas ... Pu Pa P Ps ... Ps. [Ps1 Psa ... Pss The matix P represent the general form of an state matrix. .. Below is a table of the variables with their effect on each other. A B D A 0.2 0.2 0.3 0.3 B. 0.2 0.3 0.2 0.3 0.3 0.4 0.1 0.2 D. 0.4 0.2 0.2 0.2 Answer the following question below: a. Provide a general Markov state diagram for the variable described. b. Assuming the below factor, A, affected the state in the table above, produce the state diagram for, A, and calculate the final state.

Computer Networking: A Top-Down Approach (7th Edition)
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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An artificial intelligence system was design to forecast the financial trading market and predict change based on observed variables from the business environment. A machine learning model is to be designed in understand and forecast trends based on Markov chain. The variables to be observed are • Population(A) • Poverty rate(B) • Inflation (C) • Available resources(D) Theses variables can affect each other or impact upon one another. P Pa Ps ... ... Р Pas ... ... .. P Ps ... ... Ps5 Pss. Ps1 Psa The matix P represent the general form of an state matrix. ... ... Below is a table of the variables with their effect on each other. A B D A 0.2 0.2 0.3 0.3 B 0.2 0.3 0.2 0.3 0.3 0.4 0.1 0.2 D 0.4 0.2 0.2 0.2 Answer the following question below: a. Provide a general Markov state diagram for the variable described. b. Assuming the below factor, A, affected the state in the table above, produce the state diagram for, A, and calculate the final state.
Transcribed Image Text:An artificial intelligence system was design to forecast the financial trading market and predict change based on observed variables from the business environment. A machine learning model is to be designed in understand and forecast trends based on Markov chain. The variables to be observed are • Population(A) • Poverty rate(B) • Inflation (C) • Available resources(D) Theses variables can affect each other or impact upon one another. P Pa Ps ... ... Р Pas ... ... .. P Ps ... ... Ps5 Pss. Ps1 Psa The matix P represent the general form of an state matrix. ... ... Below is a table of the variables with their effect on each other. A B D A 0.2 0.2 0.3 0.3 B 0.2 0.3 0.2 0.3 0.3 0.4 0.1 0.2 D 0.4 0.2 0.2 0.2 Answer the following question below: a. Provide a general Markov state diagram for the variable described. b. Assuming the below factor, A, affected the state in the table above, produce the state diagram for, A, and calculate the final state.
A= A В D A 0.2 0.1 0.3 0.4 B 0.2 0.3 0.2 0.3 0.3 0.2 0.1 0.4 D 0.5 0.2 0.2 0.1 c. Discuss the significance of hidden Markov chain in a historic data.
Transcribed Image Text:A= A В D A 0.2 0.1 0.3 0.4 B 0.2 0.3 0.2 0.3 0.3 0.2 0.1 0.4 D 0.5 0.2 0.2 0.1 c. Discuss the significance of hidden Markov chain in a historic data.
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