Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

You will model a small bayesian network that represents the relationship between yellow fingers, smoking, cancer, radiation, solar flares, and using a microwave. In this

image text in transcribed
image text in transcribed
You will model a small bayesian network that represents the relationship between yellow fingers, smoking, cancer, radiation, solar flares, and using a microwave. In this model, smoking can cause yellow fingers and cancer. Solar flares and making microwave popcorn can cause radiation, and radiation can cause cancer as well. The prior probability of smoking P(S) is 0.3. The prior probability of solar flares P(F) is 0.8. The prior probability of using the microwave is P(M) is 0.9. The conditional probability table for radiation is: F M P(R) 0 0 0.1 0 l 0.2 1 0 0.4 1 l 0.3 The conditional probability table for cancer is: s R P(C) o o 0.1 o 1 0.2 1 o 0.2 1 1 0.5 The conditional probability table for yellow fingers is s P(Y) o 0.1 1 0.9 Answer the following questions: What is the prior probability of cancer? What is the probability of smoking given cancer? What is the probability of smoking given cancer and radiation? Are solar flares and using the microwave independent given cancer? What is the probability of cancer if you never use a microwave

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Prealgebra & Algebra (subscription)

Authors: Elayn Martin Gay

5th Edition

0134708601, 9780134708607

More Books

Students also viewed these Mathematics questions

Question

1. What is the meaning of the information we are collecting?

Answered: 1 week ago

Question

3. How much information do we need to collect?

Answered: 1 week ago

Question

2. What types of information are we collecting?

Answered: 1 week ago