a) Using the k-means clustering algorithm, Cluster the following eight points (with (x, y) representing locations)...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
a) Using the k-means clustering algorithm, Cluster the following eight points (with (x, y) representing locations) into three clusters. Initial cluster means are A1, A4, and A7. A1 (2, 10), A2 (2,5), A3 (8,4), A4 (5,8), A5 (7,5), A6 (6,4), A7 (1,2), AB (4,9) b) Use the following data points to form the density-based clusters where eps-10 and MinPts-3. Clearly mention your steps and tell the noise points as well. A1 (0,10), A2 (0,20), A3 (0,27), A4 (10,15), AS (20, 10), A6 (25, 20), A7 (0,30), A8 (10, 20), A9 (60,70), A10 (65,70), A11 (67,71), A12 (67,72), A13 (5,40) a) Using the k-means clustering algorithm, Cluster the following eight points (with (x, y) representing locations) into three clusters. Initial cluster means are A1, A4, and A7. A1 (2, 10), A2 (2,5), A3 (8,4), A4 (5,8), A5 (7,5), A6 (6,4), A7 (1,2), AB (4,9) b) Use the following data points to form the density-based clusters where eps-10 and MinPts-3. Clearly mention your steps and tell the noise points as well. A1 (0,10), A2 (0,20), A3 (0,27), A4 (10,15), AS (20, 10), A6 (25, 20), A7 (0,30), A8 (10, 20), A9 (60,70), A10 (65,70), A11 (67,71), A12 (67,72), A13 (5,40)
Expert Answer:
Related Book For
Business Analytics Communicating With Numbers
ISBN: 9781260785005
1st Edition
Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen
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...
-
The following data are from Gennings, Chinchilli, and Carter, (1989). An in vitro toxicity study of isolated hepatocyte suspensions was conducted to study the impact of combining carbon tetrachloride...
-
Tort cases are so common that it is likely you or someone you know has been involved in a tort case. If so, share what the case was about, what the outcome was, and how you felt about the case and...
-
In August 2012, a jury awarded Apple more than $1 billion in damages for infringement against Samsung. Samsung filed a motion with the court for reduction of the jury award and for a new trial, and...
-
Thurgood Devices uses activity-based costing to allocate overhead costs to customer orders for pricing purposes. Many customer orders are won through competitive bidding. Direct material and direct...
-
Visit www.pearsonglobaleditions.com/malhotra to read the video case and view the accompanying video. Marriott: Marketing Research Leads to Expanded Offerings highlights Marriotts success in using...
-
Cabot Appliances, a retail chain, is trying to decide what size order it should place with its supplier of room air conditioners. Room air conditioner sales are highly seasonal, and the number of...
-
On January 1 of its first month of business, Juan in a Million, Inc., paid $48,000 for four months rent beginning in January. How much will be reported as Rent Expense on its income statement for the...
-
The Shop at Home Network sells various household goods during live television broadcasts. The company owns several warehouses to hold many of the goods it sells, but also leases extra warehouse space...
-
INCOME Everyday Flowers and Workshops Sales of Product Income Special Occasions Total Income COST OF GOODS SOLD Flower Purchases and Supplies Supplies and materials - COS Total Cost of Goods Sold...
-
The Johnson Drafting Company was started on 1 March to draw blueprints for building contractors. The following transactions of the company occurred during March: Required: i Using the accounting...
-
On 31 August 20X2, the Hernandez Engineering Company's accounting records contained the following items (listed in alphabetical order): Required: Prepare a balance sheet for the Hernandez Engineering...
-
Listed below, in random order, are all the items included in the Ridge Rental Company balance sheet at 31 December 20X1: Total assets on 31 December 20X1 are \(\$ 33800\). Required: Prepare a balance...
-
Total Pet Shop sells pet food in 20-kilogram bags for \(\$ 20\) per bag, which it buys from its supplier for \(\$ 12\) per bag. Total estimates that its sales of bags of pet food for the second...
-
On June 30 of the current year, Washington Background Music Company showed the following trial balance: The following adjustments are needed (Note: ignore GST): i Office supplies used during the...
-
Lawson Company purchased Equipment on January 1, 2020 for $10,000. The estimated usefull life of the equpment is five years or 100,000 units. The salvage value is estimated to be $1,000. During 2020...
-
A new car sold for $31,000. If the vehicle loses 15% of its value each year, how much will it be worth after 10 years?
-
The accompanying data set contains three predictor variables (x 1 , x 2 , and x 3 ) and the target variable (y). a. Bin predictor variables x 1 , x 2 , and x 3 . For Analytic Solver, choose the Equal...
-
Refer to the previous exercise for a description of the data. a. The skewness and (excess) kurtosis coefficients for the Latin America fund are 0.3215 and 0.7026, respectively. Interpret these...
-
The accompanying data set contains three variables, x 1 , x 2 , and x 3 . a. Bin the values of x 1 , x 2 , and x 3 into five equal-size groups. Label the groups with numbers 1 (lowest) to 5...
-
A project under consideration has a 10-year projected life. The initial investment for the project is estimated to have a mean of \(\$ 10,000\) and a standard deviation of \(\$ 1,000\). The annual...
-
True or False: In determining the optimum replacement interval, it is necessary to assume negligible salvage values.
-
Uncertainty can impact many elements of an engineering economic analysis. Given the list of factors below, rank them from most to least uncertain, and briefly justify why you ranked them in that...
Study smarter with the SolutionInn App