Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

You are running k-means clustering for k=2 on a dataset with a single feature. Using an initial Cluster A centroid of 4 and Cluster B

image text in transcribed
image text in transcribed
You are running k-means clustering for k=2 on a dataset with a single feature. Using an initial Cluster A centroid of 4 and Cluster B centroid of 11, do two iterations of k-means clustering on a single feature dataset with features values = [1,4,6,11,21] to answer the following questions. (6 points total) (a) Which feature values belong to Cluster A after one iteration? (b) Which feature values belong to Cluster A after a second iteration? (c) Would you expect your assigned clusters to change if you were to do a third iteration of k- means? Why or why not? (d) What is the silhouette coefficient for the data point with feature value '6' after the 2nd iteration

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Measure Theory And Integration

Authors: M M Rao, MM Rao

2nd Edition

1351991485, 9781351991483

More Books

Students also viewed these Mathematics questions