3 Entropy is also defined when classification is into three or more classes The entropy of a set S relative to n distinct classes is defined as Entropy (S) 2 1 log n i i i p p where pi is the proportion of the Set S in class i, with i 1, , n Notice that logarithms are still calculated base 2 Calculate the entropy of the set S, where p1 6 20, p2 9 20, and p3 5 20

The Answer is in the image, click to view ...

Question: 3. Entropy is also defined when classification is into three or more classes. The entropy of a set S relative to n distinct classes is

3. Entropy is also defined when classification is into three or more classes.

The entropy of a set S relative to n distinct classes is defined as:
Entropy (S) = 2 1 log n i i i p p = Σ−
where pi is the proportion of the Set S in class i, with i = 1, …, n. Notice that logarithms are still calculated base 2.
Calculate the entropy of the set S, where p1 = 6/20, p2 = 9/20, and p3 =5/20.

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 Management And Artificial Intelligence Questions!

If you dissolve 8.14 grams of calcium chloride, CaCl 2 , in enough water to make 125.0 mL of solution, what is the molarity of the solution?

QUIZ... Let D be a poset and let f : D D be a monotone function. (i) Give the definition of the least pre-fixed point, fix (f), of f. Show that fix (f) is a fixed point of f. [5 marks] (ii) Show that...

During the Great Recession of 20082009, families worldwide faced reduced disposable income and cut back on non-essential spending. In the United States, food spending at grocery stores actually...

After reading all sources please respond to the following questions: 1. How have women's roles changed over the past 100 years? How has the response by the criminal justice system changed for women...

data mining subject 1- summary the artical 2-what is data size 3- recoreds applied 4-what techqinecs is used 5- explain resualts EMPIRICAL STUDY ON SELECTION OF TEAM MEMBERS FOR SOFTWARE PROJECTS -...

Please help me to answer the question: why is IFRS an appropriate direction for accounting practice to ensure consistency and comparability of accounting practice across the world? Use the attach...

PLEASE READ CAREFULLY THE CASE STUDY PROVIDED AND FEEL FREE TO ADD HERE YOUR COMMENTS FOR EXAMPLE LIKES DISLIKES WORDS OR PHRASES YOU DO NOT UNDERSTAND ANY COMMENTS THAT WILL IMPROVE THE DIALOGUE...

Introduction to Ridgeline Mountain Outfitters (RMO) Ridgeline Mountain Outfitters (RMO) is a large retail company that specializes in clothing and related accessories for all types of outdoor and...

governance model to align changing business needs with IT While the Business Monarchy and IT Monarchy archetypes delivery. represent a centralized decision making structure, Feudal archetype reflects...

Analysis of lean construction practices at Abu Dhabi construction industry Raid Al-Aomar 1 Abstract Question: What are the current construction wastes in Abu Dhabi (AD) construction industry and what...

How can improved sales force quality and sales force productivity for a pharmaceutical company like Merck or Pfizer be a source of competitive advantage?

Suppose the Chinese government reduced substantially its budget deficit in order to slow the high rate of domestic growth and rising inflation rate. Would the government's policy be more effective if...

Beta may be defined as: a risk measure of a portolio. the measure of systemutic erite the ratio of the variance of the portfolo to the virunce of tive ratiat all of the above

In the citation Schusters Express, Inc., 66 T.C. 588 (1976), affd 562 F.2d 39 (CA2, 1977), nonacq., to what do the 66, 39, and nonacq. refer?