Consider the following eight points in a 2-dimensional space: {(2, 10); (2, 5); (8, 4); (5,...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Consider the following eight points in a 2-dimensional space: {(2, 10); (2, 5); (8, 4); (5, 8); (7,5); (6, 4); (1, 2); (4, 9)}. Suppose we plan to use the Euclidean distance metric, and we are interested in clustering these points into 3 clusters. a. Plot the data points to see what appropriate clusters might be; b. Form three initial clusters with points {(2, 5), (5, 8), (4, 9)} as initial cluster centers; C. Use the K-Means clustering algorithm to get final three clusters. What are the resulting centers and resulting clusters? (K=3) Consider the following eight points in a 2-dimensional space: {(2, 10); (2, 5); (8, 4); (5, 8); (7,5); (6, 4); (1, 2); (4, 9)}. Suppose we plan to use the Euclidean distance metric, and we are interested in clustering these points into 3 clusters. a. Plot the data points to see what appropriate clusters might be; b. Form three initial clusters with points {(2, 5), (5, 8), (4, 9)} as initial cluster centers; C. Use the K-Means clustering algorithm to get final three clusters. What are the resulting centers and resulting clusters? (K=3)
Expert Answer:
Answer rating: 100% (QA)
the KMeans algorithm applied to a set of eight data points in a 2dimensional space Heres how to solve the problem using Kmeans clustering with k3 3 clusters and Euclidean distance metric a Plotting th... View the full answer
Related Book For
Posted Date:
Students also viewed these programming questions
-
Managing Scope Changes Case Study Scope changes on a project can occur regardless of how well the project is planned or executed. Scope changes can be the result of something that was omitted during...
-
EFG Manufacturing, a private company, produces light bulbs. It has 100 employees. 15 of their employees have asked for short breaks during the workday for religious purposes. They have also asked for...
-
George, Murphy, and Lincoln, a partnership, is considering admitting Thorton as a new partner. On July 31, 2018, the capital accounts of the three existing partners and their profit-and-loss-sharing...
-
A first-order PLL is operating with zero frequency and phase error when a step in frequency of magnitude is applied. The loop gain K t is 2(100). Determine the steady-state phase error, in degrees,...
-
T. Christian Cooper was a partner to Sanders and Richard Campbell d/b/a The Mullen Company. In 2001, Cooper helped bring about a management agreement between The Mullen Co. and Newnan Crossing...
-
Beacher Motors specializes in producing one specialty vehicle. It is called Surfer and is styled to easily fit multiple surfboards in its back area and top-mounted storage racks. Beacher has the...
-
Compared to the Step-Down Method used by Medicare and Medicaid cost reporting, the direct method for assigning indirect costs to service units has the following characteristic(s): Group of answer...
-
During the current year, Ron and Anne sold the following assets: (Use the dividends and capital gains tax rates and tax rate schedules.) Capital Asset Market Value Tax Basis Holding Period L stock $...
-
Emma Nalic owner a wedding planning business need to make the final adjusting entries to prepare the end of year financial statements. No adjusting entries had been made during the year. Emma Nalic...
-
Medfarm came up with a new treatment (Drug F) that costs 100,000 for life-threatening Lymphangitis that infects the fishermen. The market has the following treatments Drug Cost Life A |@|||m| B C D E...
-
Write a function blockcount for the Shell class int Shell::blockcount(string file) which accepts a file name "file" and returns the number of blocks used by that file. Note this function can be used...
-
Find a spokesperson or leader of an organization who recently did or said something which reflected poorly on the entity. It may be a current news story or conduct internet searches for an incident...
-
Suppose that you are a manager for Adobe Systems, the creator of Photoshop and other software products. Adobe rents most of its products to its customers. Suppose that it has two classes of customers...
-
Write the output of the below given program import array as arr y=arr.array("i", y.append(25) [20,60, 70,10]) y.pop(3) y.insert (3,15) print(y[-1],y[1]) Answer:
-
The simply supported beam in Figure below supports uniformly distributed characteristic dead and imposed loads of Gk kN/m and Qk kN/m respectively, as well as a characteristic imposed point load of...
-
Catalytic hydrogenation of naphthalene over PdC results in rapid addition of 2 moles of H 2 . Propose a structure for this product.
-
The polar coordinates of a point are given. Find the rectangular coordinates of the point. (7.5, 110)
-
Add, subtract, or multiple, as indicated. Express your answer as a single polynomial in standard form. (x 5) 2
-
In problem, find the domain of each function. F(x) = log 2 x 2
-
A surface with \(N_{0}\) adsorption centers has \(N\left(\leq N_{0}ight)\) gas molecules adsorbed on it. Show that the chemical potential of the adsorbed molecules is given by \[ \mu=k T \ln...
-
Assuming that the latent heat of vaporization of water \(L_{\mathrm{V}}=2260 \mathrm{~kJ} / \mathrm{kg}\) is independent of temperature and the specific volume of the liquid phase is negligible...
-
Define a quantity \(J\) as \[ J=E-N \mu=T S-P V \] Show that for a system in the grand canonical ensemble \[ \overline{(\Delta J)^{2}}=k T^{2} C_{V}+\left\{\left(\frac{\partial U}{\partial...
Study smarter with the SolutionInn App