Question: 4. Bayes Optimal Classifier (20 points) Suppose there are four hypothesis {h1, h2, h3, h4}. The posterior probabilities for different hypothesis are P(h1|D)=0.25, P(h2|D)=0.3, P(h3|D)=0.4,

4. Bayes Optimal Classifier (20 points) Suppose there are four hypothesis {h1, h2, h3, h4}. The posterior probabilities for different hypothesis are P(h1|D)=0.25, P(h2|D)=0.3, P(h3|D)=0.4, P(h4|D)=0.05. The set of possible classification of the new instance is V={+,-}. We also have P(- |h1)=0, P(+|h1)=1, P(-|h2)=1, P(+|h2)=0, P(-|h3)=1, P(+|h3)=0, P(-|h4)=1 and P(+|h4)=0. What is the result from Bayes optimal classifier?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

What pressures have been placed on not-for-profit hospitals to ensure that they meet their charitable mission?

4. Bayes Optimal Classifier (20 points) Suppose there are four hypothesis {h1, h2, h3, h4}. The posterior probabilities for different hypothesis are P(h1D)=0.25, P(h2D)=0.3, P(h3|D)=0.4,...

Algorithms in Artificial Intelligence (or, the old name: Introduction to Algorithmic Decision Making) Part 1 Based on slides by David Sarne and Lirong Xia Course Tentative Schedule Introduction...

BA 1605: Midterm Recap (Due: Feb. 27, 2015) Name _____________________________ 50 Student ID _____________________________ Section 01B 10:00~11:20 am Section 02B 01:00~02:20 pm [Questions 4 ~ 7] The...

American Journal of Business Antecedents of consumer animosity and the role of product involvement on purchase intentions Ji Eun Park, Sung-Joon Yoon, Article information: To cite this document: Ji...

Submitted to Management Science manuscript MS-0001-1922.65 Authors are encouraged to submit new papers to INFORMS journals by means of a style file template, which includes the journal title....

What is less probable: 1) to get 80 or more tails out of tossing a fair coin 100 times, 2) to get 30 or more tails out of tossing a fair coin 50 times. NOTE: Since n > 30 you can assume that the...

SAMPLING MEAN: DEFINITION: The term sampling mean is a statistical term used to describe the properties of statistical distributions. In statistical terms, the sample mean from a group of...

4. Bayes Optimal Classifier (20 points) Suppose there are four hypothesis (hi, ha, hs, hu). The posterior probabilities for different hypothesis are P(hilD)-0.25, P(h2lD)-0.3, P(h |D)-0.4,...

machine learning 4 Bayes Optimal Classifier (15 points) hypothesis are P(h D)-0.2, P(h2|D)-0.3, P(hs D)-0.3. The set of possible classification of the new instance is V = {+,-). We also have...

4 Bayes Optimal Classifier (15 points) Suppose there are three hypothesis h2, . The posterior probabilities for different hypothesis are P (hi D) 0.2, P(h 2 D)-03, P(hal D) =0.3. The set of possible...

Calculate the electricity that would be required to reduce 12.3 g of nitrobenzene to aniline, if the current efficiency for the process is 50 per cent. If the potential drop across the cell is 3.0...

ao, a 1, Let a, b, p, q be real numbers, and let p, q 0. Let the sequence be defined as ao = a, a1 b and an+1 = pan + qan-1 + n for every integer n 1. Let A(x) = xoan be the ordinary generating...

ANALYTICS EXCEL MATH QUESTION: Please see the attached excel screenshot of the 2 data tables. Please provide the correct excel formulas such as: COUNTIF, COUNTIFS, SUMIF, SUMIFS, AVERAGE, AVERAGEIF...

9. (15 points) A company is considering a new project that requires an investment of \$5 million. The project is expected to generate cash flows of $2 million in year 1,$3 million in year 2, and $4...

1. Describe the types of power that effective leaders employ

2. Describe how leadership styles should be adapted to the group situation

7. Next time you work in a group, pay attention to how the group works. Does the activity follow a linear model, or is the activity punctuated by periods of inertia and periods of intense activity?...