Apply k-means algorithm to data given below for k= 2. Assume that at first, clusters are...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Apply k-means algorithm to data given below for k= 2. Assume that at first, clusters are C₁=X₁, X2, X4} and C₂={X3, X5}. The distance function is Euclidean distance. Data objects X₁ X₂ X3 X4 X5 Variable- 1 4 6 5 10 11 Variable-2 2 4 1 6 8 a) Find the new clusters and show the steps of the algorithm. b) Show the new clusters on the plot. Apply k-means algorithm to data given below for k= 2. Assume that at first, clusters are C₁=X₁, X2, X4} and C₂={X3, X5}. The distance function is Euclidean distance. Data objects X₁ X₂ X3 X4 X5 Variable- 1 4 6 5 10 11 Variable-2 2 4 1 6 8 a) Find the new clusters and show the steps of the algorithm. b) Show the new clusters on the plot.
Expert Answer:
Answer rating: 100% (QA)
A finding new clusters 1The centroid of C1 is 46103 2463 203 4 2The centroid of C2 is 5112 182 8 45 Next we calculate the Euclidean distance from each data point to each centroid The Euclidean distanc... View the full answer
Related Book For
Introduction To Probability And Statistics
ISBN: 9781133103752
14th Edition
Authors: William Mendenhall, Robert Beaver, Barbara Beaver
Posted Date:
Students also viewed these programming questions
-
The following additional information is available for the Dr. Ivan and Irene Incisor family from Chapters 1-5. Ivan's grandfather died and left a portfolio of municipal bonds. In 2012, they pay Ivan...
-
Q3: Prove: For any sets A and B, Ax B = B A ?
-
Each of the 10 firms in a competitive market has a cost function of C = 25 + q2. The market demand function is Q = 120 - p. Determine the equilibrium price, quantity per firm, and market quantity?
-
Compute the dot product of the vectors u and v, and find the angle between the vectors. u = i + j and v = i - j
-
Parents of minors took Apple to court in 2012 for supplying game applications, on iPhones, that were free but through which users could purchase in-game currencies. Apparently, parents would log on...
-
Construct a multilevel bill of material for product Z. How many Us are needed to make each Z? How many Ws are needed to make eachZ? Z. (2) (3) (2) (1) (1) (4)
-
In Milestone Two, you will review the Final Project Client Information document to identify all beneficiaries and discuss potential tax ramifications of receiving inherited property. In addition, you...
-
Jack Tasker opened his Auto Repair Shop in November 2023. The balance sheet at November 30, 2023, prepared by an inexperienced part-time bookkeeper, is shown below. Required Prepare a correct balance...
-
The values of y. Yo, and t are given. For an equation of the form y=yo e, give the exact value of k in terms of natural logarithms. Yo=70, t= 100, y = 35 BOX k=0 (Use integers or fractions for any...
-
Discuss the meaning of sound banking industry.From the risk perspective ,what are the most important factors to consider when running a banking institution?
-
What causes surface winds to be weaker than geostrophic winds? Explain.
-
Licking the backs of certain frogs produces visual and hallucinations, memory loss and cognitive dysfunction. What parts of the brain do you think that it affects? What receptors may be involved?
-
Elaborate extensively on the evolutionary trajectories of snakes, crocodiles, lizards, and turtles, elucidating the complex biological adaptations, genetic diversifications, and ecological contexts...
-
Coronado Industries had January 1 inventory of $300000 when it adopted dollar-value LIFO. During the year, purchases were $1830000 and sales were $3070000. December 31 inventory at year-end prices...
-
Calculate personnel costs of your present method with a proposed method. The current method has a unit value of 30.0 minutes and you are considering a new method that has a unit value of 20 minutes....
-
When is the indirect pattern appropriate, and what are the benefits of using it?
-
W.W. Menard has conducted research involving manganese nodules, a mineral-rich concoction found abundantly on the deep sea floor.11 In one portion of his report, Menard provides data relating the...
-
The first day of baseball comes in late March, ending in October with the World Series. Does fan support grow as the season goes on? Two CNN/USA Today/Gallup polls, one conducted in March and one in...
-
Eight people were asked to perform a simple puzzle-assembly task under normal conditions and under stressful conditions. During the stressful time, a stimulus was delivered to subjects 3 minutes...
-
A summary of the Balgreen Bowling Club's cash book is shown below. From it, and the additional information, you are to construct an income and expenditure account for the year ending 31 December...
-
Why do you think non-profit-oriented organizations prepare receipts and payments accounts when they have all this information in the cash book already?
-
The following trial balance of the Grampian Golf Club was extracted from the books as on 31 December 2016: (1) Bar purchases and sales were on a cash basis. Bar inventory at 31 December 2016 was...
Study smarter with the SolutionInn App