Question: Considering the K-means algorithm, after current iteration, we have 4 centroids: Centroid of cluster 1 (0, 1) Centroid of cluster 2 (2, 2) Centroid of

Considering the K-means algorithm, after current iteration, we have 4 centroids:

Considering the K-means algorithm, after current iteration, we have 4 centroids: Centroid of cluster 1 (0, 1) Centroid of cluster 2 (2, 2) Centroid of cluster 3 (-3, 4) Centroid of cluster 4 (3, -1) Using Manhattan Distance defined as: Manhattan Distance between P(x, ) and P2(x2, y2)xx2lly1-y2l Assign the point P1 (-2, -3) to its corresponding cluster

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!

1 . ) In an experiment, a physicist obtained the following values of the four features ( represented by , , , and ) of six elements ( from to ) . The physicist wants to group the given six elements...

Question 4 ( k - means, 4 0 / 1 0 0 ) Using the same terminology adopted in our course, we shall refer to the " k - means" algorithm as the algorithm that initializes the centroids randomly, followed...

Considering the K - means algorithm, after the current iteration, we have 3 clusters A , B and C with centroids ( 0 , 1 ) ( 2 , 1 ) , ( - 1 , 2 ) respectively. Which cluster will the points ( 2 , 3 )...

Topic: Data Analysis (R language) ////////////////////////////////////////////// Q. Consider the following dataset which consists of five devices, and each device is explained by three features, i.e....

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...

INPUT FILE VALUES 1.8 4.5 1.1 2.1 9.8 7.6 11.32 3.2 0.5 6.5 Introduction Clustering is a process of identifying groupings (i.e. clusters) within the data. For example, the figure below shows three...

*****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 getting a "file not found in directory" error, even when I save prog2-input-data.txt with kMeans.py. Please explain how to fix this error along with the homework. At the end there's a step by...

A journal bearing and bushing need to be described. The nominal size is 1.25 in. What dimensions are needed for a 1.25-in basic size with a close running fit if this is a lightly loaded journal and...

How does inflation affect investment-center performance measures?

Though born in Michigan 4 0 years ago, Olivia has lived on her ranch in Foard County, Texas, for the last 6 years consecutively. Is Olivia eligible to be Texas governor given these facts? Multiple...

Questions Q1. Write a Python program to retrieve the first and last colors from the following list: color_list = ["red", "green", "white", "blue", "black") Q2. Given the following dictionary,...