Question: Apply K-Means clustering algorithm to the following 2-d data set for k=2. Start with m1(0)=(0,0), and m2(0)=(4,3) as the initial centroids. Use the figures provided

Apply K-Means clustering algorithm to the following 2-d data set for k=2. Start with m1(0)=(0,0), and m2(0)=(4,3) as the initial centroids. Use the figures provided above to mark the centroids and the cluster membership after each iteration. Use as many figures as needed to work through iterations. Use city-block distance to compute the distances.

1 2 E 0

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!

I got this explinations about: Clustering: implement k-means clustering algorithm from scratch using Java to find six clusters from control chart data. Once the clusters are formed, extract the...

1. Consider the foliowing set of one-dimensional points: {0.1,0.25,0.45,0.55,0.8,0.9}. All the points are located in the range between [0,1]. (a) Suppose we apply kmeans clustering to obtain three...

1. Consider the following set of one-dimensional points: {0.1,0.25,0.45,0.55,0.8,0.9}. All the points are located in the range between [0,1]. (a) Suppose we apply kmeans clustering to obtain three...

Need help finishing this assignment in term of comparing companies. Document will be provided ASSIGNMENT 2 - ACC/ACF5903 SEMESTER 1, 2017 This task is to be completed as a GROUP and accounts for 25%...

MUST BE CORRECT ANSWERS A small software company has the following simplified cashflow, funded by shareholders' equity of 20,000 and a bank overdraft of 5000: Invoiced money received 2 months after...

I need help with building a Business case Abstract International trade becomes increasingly frequent with the deepening of economic globalization. In order to ensure the stable and rapid development...

Please help me make an Executive Summary. Explain what you will examine in the case study. Write an overview of the field you are researching. Make a thesis statement and sum up the results of your...

*****Python 2.7, the text is clear and here is an image, don't tell me unclear context. I pay for this service, and you're ripping me off, the question has been answered on here once, do your job, or...

I keep having a "file not found in directory error" even though i have the file saved where the .py file is saved. please show how i am able to fix this error. Clustering is a process of identifying...

Introduction Clustering is a process of identifying groupings (i.e. clusters) within the data. For example, the figure below shows three clusters of two-dimensional data points (Xs): Clustering has...

Puget Sound Divers is a company that provides diving services such as underwater ship repairs to clients in the Puget Sound area. The company's planning budget for May appears below: Puget Sound...

It must be noted that in terms of the South African Sexual Offence Act 23 of 1957 both working as a sex worker and living on the premises of a brothel is still criminally prohibited in terms of...

uwait agreed to purchase 1 , 0 0 0 refrigeration systems from Coldstore, Incorporated with payment in the form of crude oil that is discounted 2 2 percent below posted world oil prices. This...

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...

Why is the System Build Process an iterative process?

What phase normally comes directly after the System Build process in a Project?

Name two other algorithms available in SSAS Data Mining other than Decision Trees.