We are asked to create a Bayesian Network for studying in Election domain using Genie. According to a recent poll, if a

Business, Finance, Economics, Accounting, Operations Management, Computer Science, Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Algebra, Precalculus, Statistics and Probabilty, Advanced Math, Physics, Chemistry, Biology, Nursing, Psychology, Certifications, Tests, Prep, and more.
Post Reply
answerhappygod
Site Admin
Posts: 899604
Joined: Mon Aug 02, 2021 8:13 am

We are asked to create a Bayesian Network for studying in Election domain using Genie. According to a recent poll, if a

Post by answerhappygod »

We are asked to create a Bayesian
Network for studying in Election domain using Genie. According to a
recent poll, if a person is smart, has charisma and has a lot
of money in his campaign fund, he will become popular to the
prospective voters. If a candidate is popular to the voters, and
his supporting party is popular to the voter, he will have a good
chance to be elected. The probability of a person to be smart is
0.5, the probability of a person having charisma is 0.2. The
candidate’s charisma determines his/her success in securing
campaign money. If the candidate is charismatic, he/she
has 75% chance of securing lots of campaign money. If the
candidate is not charismatic, he/she has only 10% chance of
securing lots of campaign money. The table 2 denotes the
probability of how smart, charisma and campaign money determine the
level of popularity of a candidate:
Smart
Charisma
Money
Probability of (Popularity = true)
t
t
t
.9
t
t
f
.4
t
f
t
.8
t
f
f
.2
f
t
t
.8
f
t
f
.3
f
f
t
.8
f
f
f
.1
If the candidate is popular, and his
party is popular, he/she has 70% of being elected. If the candidate
is popular but his party is not, he has 55% of being elected. If
the candidate is not popular but his party is popular, he has 25%
of being elected. If both the candidate and his party are
unpopular, he has only 1% of being elected.
Join a community of subject matter experts. Register for FREE to view solutions, replies, and use search function. Request answer by replying!
Post Reply