Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Apply k-means algorithm to data given below for k= 2. Assume that at first, clusters are C=X, X2, X4} and C={X3, X5}. The distance
Apply k-means algorithm to data given below for k= 2. Assume that at first, clusters are C=X, X2, X4} and C={X3, X5}. The distance function is Euclidean distance. Data objects X X 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.
Step by Step Solution
★★★★★
3.45 Rating (152 Votes )
There are 3 Steps involved in it
Step: 1
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...
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started
Introduction To Probability And Statistics
Authors: William Mendenhall, Robert Beaver, Barbara Beaver
14th Edition
1133103758, 978-1133103752
