Both (k)-means and (k)-medoids algorithms can perform effective clustering. a. Illustrate the strength and weakness of (k)-means
Question:
Both \(k\)-means and \(k\)-medoids algorithms can perform effective clustering.
a. Illustrate the strength and weakness of \(k\)-means in comparison with \(k\)-medoids.
b. Illustrate the strength and weakness of these schemes in comparison with a hierarchical clustering scheme.
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 0% (2 reviews)
a Strengths and Weaknesses of Kmeans and Kmedoids Kmeans Strengths It is simple to understand and easy to implement It is computationally efficient co...View the full answer
Answered By
Parvesh Kumar
I am an experienced Mathematics and Statistics tutor with 10 years of experience teaching students and working professionals. I love teaching students who are passionate to learn subjects or wants to understand any mathematics and statistics concept at graduation or master’s level. I have worked with thousands of students in my teaching career. I have helped students deal with difficult topics and subjects like Calculus, Algebra, Discrete Mathematics, Complex analysis, Graph theory, Hypothesis testing, Probability, Statistical Inference and more. After learning from me, students have found Mathematics and Statistics not dull but a fun subject. I can handle almost all curriculum of mathematics. I did B.Sc (mathematics), M.Sc (mathematics), M.Tech (IT) and am also Gate (CS) qualified. I have worked in various college and school and also provided online tutoring to American and Canadian students. I look forward to discussing with you and make learning a meaningful and purposeful
5.00+
4+ Reviews
10+ Question Solved
Related Book For
Data Mining Concepts And Techniques
ISBN: 9780128117613
4th Edition
Authors: Jiawei Han, Jian Pei, Hanghang Tong
Question Posted:
Students also viewed these Computer science questions
-
Hierarchical clustering algorithms require O(m2 log(m)) time, and consequently, are impractical to use directly on larger data sets. One possible technique for reducing the time required is to sample...
-
Consider the following cases: Case Unit Price Unit Variable Cost Fixed Costs Depreciation 1 $ 3,000 $ 2,220 $ 15,000,000 $ 5,400,000 2 40 28 15,000 36,000 3 8 3.4 800 560 Ignore any tax...
-
The trade deficit of the U.S. relative to China has recently become a contentious issue between the two governments. read the WSJ article The iPhone Isnt Made in China Its Made Everywhere bellow...
-
A horizontal jet of water (at 10C) that is 6 cm in diameter and has a velocity of 20 m/s is deflected by the vane as shown. If the vane is moving at a rate of 7 m/s in the x-direction, what...
-
The band brake shown is used to control the speed of a rotating drum. Determine the magnitude of the couple being applied to the drum knowing that the coefficient of kinetic friction between the belt...
-
Thom Jones (SSN 000-00-1111) is an unincorporated manufacturer of widgets. He uses the LCM method to value his inventory and reports the following for 2014: Complete Thoms 2014 Form 4562 and Schedule...
-
Service without a smile. Service with a smile is a slogan that many businesses adhere to. However, there are some jobs (e.g., those of judges, law enforcement officers, pollsters) that require...
-
Examine an analyst report on Ford Motor Company. Who wrote the report? Outline the major contents of that analyst report. Where did you find this analyst report?
-
Elections have consequences. Name three consequences: please only correct answer Elections have consequences. Name three consequences
-
Show that the single-linkage method is equivalent to taking \(\alpha_{i}=\alpha_{j}=0.5, \beta=0\), and \(\gamma=-0.5\) in the Lance-Williams formula; the complete-linkage method is equivalent to...
-
Provide the pseudocode of the object reassignment step of the PAM algorithm.
-
From the information provided determine: 1. The amount of retained earnings at December 31. 2. The amount of revenues for the period. Totals Current assets All other assets Liabilities. Capital stock...
-
Gordon Rivers, the city manager of Saratoga, Florida, pitched the proposed design schedule back at Jay Andrews. Jay Andrews is the project manager for Major Design Corporation (MDC). The city of...
-
Use the data from SE3-8 to prepare the closing entries for The Decade Company. Close the temporary accounts straight to retained earnings. The balance of \(\$ 8,500\) in the retained earnings account...
-
Draw a Keynesian cross diagram to show the effects of a rise in autonomous expenditure on an economy operating below full employment output.
-
Governments in many countries are acutely aware of the environmental problems that vehicle emissions can have. Many car manufacturers are exploring the production of electric vehicles, but production...
-
Draw a simple diagram of John Woodens pyramid of success. You can find it at the official Wooden website www.coachwooden.com/index2.html.
-
A newspaper article indicates that an estimate of the unemployment rate involves a survey of 47,000 people. If the reported unemployment rate must have an error no larger than 0.2 percentage points...
-
Dawson Companys balance sheet information at the end of 2019 and 2020 is as follows: Additional information: The company did not issue any common stock during 2020. Required : Next Level Fill in the...
-
Calls to a telephone system follow a Poisson distribution with a mean of five calls per minute. (a) What is the name applied to the distribution and parameter values of the time until the tenth call?...
-
Continuation of Exercise 4-96. (a) What is the probability that exactly four calls occur within one minute? (b) If 10 separate one-minute intervals are chosen, what is the probability that all...
-
Raw materials are studied for contamination. Suppose that the number of particles of contamination per pound of material is a Poisson random variable with a mean of 0.01 particle per pound. (a) What...
-
Palisade Creek Co. is a merchandising business that uses the perpetual inventory system. The account balances for Palisade Creek Co. as of May 1, 2019 (unless otherwise indicated), are as follows:...
-
1-When accounting for an acquisition, goodwill is the difference between what two things? 2- What factors should be considered when deciding whether an acquisition should be financed with cash or...
-
What is the main friction Fluidity aims to address? REAL STATE
Study smarter with the SolutionInn App