Question: Suppose that the data mining task is to cluster points (two dimensions) into three clusters, where the points are A1(2,10), A2(2,5), A3(8, 4), B1(5, 8),

Suppose that the data mining task is to cluster points (two dimensions) into three clusters, where the points are

A1(2,10), A2(2,5), A3(8, 4), B1(5, 8), B2(7,5), B3(6,6), C1(1,2), C2(4,9).

The distance function is Euclidean distance. Suppose initially we assign A1, B1, and C1 as the center of each cluster respectively. Use the k-means algorithm to show

1) The three cluster centers after the first round of execution.

2) The final three clusters.

Post the answer as soon as possible

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!

Target variable Number of O- rings with Stress 1 0 1 0 0 2 3 4 5 6 7 0 ||| 0 0 8 0 Leak-Check Pressure 50 50 50 50 50 50 100 100 200 200 200 200 200 200 200 200 200 200 9 1 6 1 Attribute variables...

Question 4 S r Consider the following dataset: A1 = (2, 10), A2 = (2, 5), A3 = (8,4), A4 = (5, 8), A5 = (7,5), A6 = (6, 4), A7 = (1, 2), A8 = (4,9). k-means algorithm is used to cluster the 8...

Suppose that the data mining task is to cluster points (with (x, y) representing location) into three clusters, where the points are A1(2, 10), A2(2, 5), A3(8,4), B1(5,8), B2(7,5), B3(6,4), C1(1, 2),...

Suppose that the data mining task is to cluster points (with (x, y) representing location) into three clusters, where the points are: A1(2, 10), A2(2, 5), A3(8, 4), B1(5, 8), B2(7, 5), B3(6, 4),...

1) (This exercise is a variation of Exercise 10.2 in Chapter 10 of the textbook) Suppose that the data mining task is to cluster points (with (x, y) representing location) into three clusters, where...

2. Suppose that the data mining task is to cluster points (with (x, y) representing location) into three clusters, where the points are A1(2, 10), A2(2, 5), A3(8, 4), B1(5, 8), B2(7, 5), B3(6, 4),...

On the Inventory worksheet in cell D3, create a formula to determine the total quantity sold within the category in B1. Enter a SUMIF function nested in an IF function to determine id B3 has value....

DATA MINING QUESTION: Given a set of points A1 (2, 8), A2 (4, 5), A3 (8, 3), B1 (5, 8), B2 (7, 5), B3 (6, 9), C1 (1, 2), C2 (4, 10), where (x, y) represents location and the distance function is...

the question is complete. Hypothetical Project: Darwin DIngos AFL Club Launch Background: The purpose of this project is to introduce the 20 th team into the AFL, The Darwin Dingos FC, based in the...

James, Inc., reported earnings of $165,000 for the year, and at the end of the year, had the following securities outstanding: 60,000 shares of common stock. (The year-end share price was $25 per...

Consider you just graduated college and want to purchase a house. Your dream home is a 4 bedroom, 2 bath, with 2,000 square feet house and is listed at $315,000. Assume you have enough money to put a...

In a bear market, which option positions make money? Buying a call Writing a call Buying a put IWriting a put Group of answer choices 2 and 3 1 and 3 3 and 4 1 and 2

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

Holding national saving constant, does an increase in net capital outflow increase, decrease, or have no effect on a countrys accumulation of domestic capital?

An article in USA Today (December 16, 2004) began President Bush said Wednesday that the White House will shore up the sliding dollar by working to cut record budget and trade deficits. a. According...

International trade in each of the following products has increased over time. Suggest some reasons this might be so. a. wheat b. banking services c. computer software d. automobiles