Question: would the k - means algorithm still converge to a local optimum if instead of randomly assigning each item to a cluster, we instead initialized

would the k

-

means algorithm still converge to a local optimum if instead of randomly assigning each item to a cluster, we instead initialized the algorithm by picking K centriod vectors? why

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!

Hidden Markov models (HMM) are widely used in Bioinformatics. (i) In a HMM when would you use the Baum-Welch algorithm, and when the Viterbi algorithm, and why? Give biologically motivated examples....

Python and most Python libraries are free to download or use, though many users use Python through a paid service. Paid services help IT organizations manage the risks associated with the use of...

[PROBLEM B] Current stock price for XYZ $50.00 Interest rate 3% Dividend rate 0% Delta (AOption/As) Strike Expiration Option Price Implied Vol Option PUT $30.00 6-months $0.14 40% -0.023 $40.00...

*****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...

Please help with this project! Node File: public class CDLL_Node { private T data; private CDLL_Node prev, next; // EACH CDLL_Node PTS TO ITS PREV & NEXT public CDLL_Node() { this( null, null, null...

I posted this yesterday and got some great help but i cannot have any import function. W r ite s the final cluster assignments to the output file. YOU CANNOT USE ANY PYTHON PACKAGES FOR THIS PROGRAM...

this is a Analitics class. Perform Hierarchical Clustering using the fields "room_type", "borough", "number_of_reviews", and "availability_365" as [ Y Columns ). Set the number of clusters based on...

Please write a program that can examine the Bankers algorithm to check a request. When the system allocates the resource according to the request and the system is in a safe state, the request will...

So I'm looking for some help and guidance on this coding. I'm new to program and although I understand the idea I'm behind on the langauage. Thanks One of the most popular algorithms for p erforming...

[PROBLEM B] Current stock price for XYZ $50.00 Interest rate 3% Dividend rate 0% Delta (AOption/AS) Option Option Price Implied Vol 40% PUT $0.14 -0.023 Strike Expiration $30.00 6-months $40.00...

In statistics we encounter P(x), a function defined by X JASO Use a calculator or computer to evaluate the following values. Round your answers to three decimal places. P(x) = (a) P(0.500) : =...

You are the Payroll Administrator for Wilting Construction Limited. Mark Baxter, a full-time employee has come to you and requested that you not deduct the full required amount of income tax from his...

A one - bank holding company is intended to help commercial banks engage in foreign exthange trading. allow a commercial bank to expand its operations in several states. permit commercial banks to...

how can I do statement of owner's equity for the month ended August 2021 from the below T accounts forBlossomEsthetics on August 31, 2021, and how can I Prepare entries to close the Income Summary...

Illustrate the compensation structure.

Describe the steps in an effective performance management system.

Define a performance management system.