Question: Consider two clustering algorithms, K - means and DBSCAN. If you increase the value of K in K = means and decrease the epsilon value

Consider two clustering algorithms, K-means and DBSCAN. If you increase the value of K in K=
means and decrease the epsilon value in DBSCAN. What is the anticipated impact on clustering
results?
k-means: Increase in the number of clusters, DBSCAN: Decrease in the number of cluster
O k-means: Decrease in the number of clusters, DBSCAN: Decrease in the number of clusters.
O k-mean: Increase in the number of clusters, DBSCAN: Increase in the number of clusters.
k-means: Decrease in the number of clusters, DBSCAN: Increase in the number of clusters.

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 Finance Questions!

Q:

Homework Assignment ( 12 page maximum,180 points ) 1) MapReduce -You are given a large number of files containing positive integers. Design the MapReduce process to compute the percentage of even...

Q:

You have been employed as a data scientist by a large data analytics company and your first project has gone well. Your first project involved supervised learning and you were able to apply the...

Q:

software projects failed. In the run-up to Y2K, most of the world's large companies claimed that fixing the Millennium Bug was a large project whose success was critical to their survival. One would...

Q:

***HERE IS THE EMBEDDED and SELF- TRANSCRIBED IMAGE TEXT, SO IT MUST NOT BE THAT UNCLEAR! THIS IS GETTING RIDICULOUS and I am going to unsubscribe from the service, if the transcription service can...

Q:

Microkernel operating systems aim to address perceived modularity and reliability issues in traditional "monolithic" operating systems. (i) Describe the typical architecture of a microkernel...

Q:

*****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...

Q:

70-511: Statistical Propramming ProgianmingAssignrien 2-k-Means Clustering You are to creale a prograrn usirng Python hat does the fullowing: Asks the user for a filename which contains the point...

Q:

350 Specification and Verification II Explain how a register can be modelled either as a unit-delay, or with an explicit clock input. [4 marks] Describe the relationship between the two models. [4...

Q:

Journal Article Review 1. Write Title that reflects the main focus 2. Cite the article 3. Article Identification 4. Introduction 5. Summarize the Article 6. Critique 7. Conclusion The interaction...

Q:

MATHEMATICS FOR MACHINE LEARNING Marc Peter Deisenroth A. Aldo Faisal Cheng Soon Ong Contents Foreword 1 Part I Mathematical Foundations 9 1 Introduction and Motivation 11 1.1 Finding Words for...

Q:

Determine the mole fractions of a gas mixture that consists of 75 percent CH4 and 25 percent CO2 by mass. Also, determine the gas constant of the mixture.

Q:

Construct a matrix S and verify that S-AS = D, where D is a diagonal matrix. -2 21 1 01 -2 2 b) 0 1 0 2] -2 31 [2 a) A = 0 LO 1 A = 0 LO I

Q:

AOW is the group auditor for the December 3 1 , 2 0 2 3 , consolidated financial statements of Ferguson Company and subsidiaries. However, component auditors perform the work on certain subsidiaries...

Q:

Over the past several years, Claire Jackson, CEO and founder of Easy Learning (EL), has been working to expand operations outside of Canada. In particular, she has placed two long-time, trusted...