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Find a pratical example with datas based on hierarchical clustering algorithm of S. Dasgupta - 02/09/2018 02:53 EDT

The goal of the project is to get an example with metric datas which is based on the article : " Performance guarantee for hierarchical clustering " authors : Dasgupta and Long,

you can also find this article on line : [login to view URL]~dasgupta/papers/[login to view URL]

Deadline is 7th september 2018

This jobs suits to Dataminers, Data scientist , machine learning Specialist, Statisticians.....

The goal of the project is to find metric datas and applying Dasgupta hierarchical clustering algorithm : first step is to apply Farthest First Traversal algorithm on metric data : author Gonzalez : then we get a tree and then applying Dasgupta algorithm on this tree of Farthest First Traversal algorithm: we must have better or optimal clustering by getting shorter distance with Dasgupta algorithm.

For this project : any distance can be used except euclidian distance

Distance that can be used are : Lorentzian or Jaccard or Canbera , or any other distance etc..... But the most important thing is to get a shorter distance when applying Dasgupta Algorithm on the tree of Farthest First Traversal algorithm : if the results are greater distance than Farthest First Traversal or equal distance : so that these results ( greater or equal ) don't show that Dasgupta Algorithm is better than Farthest First Traversal. When applying Dasgupta Algorithm ( second step ) : it is mandatory to get a shorter distance between two points on a metric space . ( please also attached txt file : important notice goal [login to view URL] )

In attached file to this mail : you can find a bad example : [login to view URL] preliminaire or new rapport preliminaire : but in these examples : distances are greater or equal to distances obtained with Farthest First Traversal algorithm. These documents are written in French , if needed, I can translated in English.

Could you manage to get a practical example where distance are shorter when applying Dasgupta Algorithm on the results of Farthest First Traversal algorithm ?

I'm looking forward hearing from you.

Have a nice day

Sezbil

Evner: Algoritme, Datasøgning, Datavidenskab, Maskinoplæring, Programmeringssproget R

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Om arbejdsgiveren:
( 0 bedømmelser ) Belgium

Projekt ID: #17687550

9 freelancere byder i gennemsnit €11/time for dette job

dinhfreedom

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€10 EUR / time
(44 bedømmelser)
6.0
aki003iitr

My profile is as follows:- 4 years of experience in data science,machine learning and artificial intelligence solving complex problems for Fortune 500 companies - Proficient in R, Python, SQL,Matlab ; Hands on Flere

€12 EUR / time
(39 bedømmelser)
5.9
prajwalbhatt

I am Prajwal Bhatt, a recent graduate from IIT Roorkee. I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. I have acquired Flere

€10 EUR / time
(40 bedømmelser)
5.4
williams115

Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience with clustering algorithm and programming. I would love to speak with you further Flere

€10 EUR / time
(13 bedømmelser)
4.8
dataexplorer

"Hi, I have just gone through your project description and reviewed everything. Yes, I’m able to work as per your instructions and able to provide accurate and quick service. You know! I’m efficient and experienced W Flere

€7 EUR / time
(1 bedømmelse)
1.2
inthebush

Dear Client. Nice to meet you. Thanks for posting this job. This is what I am looking for. I believe my experience and love for algorithm and ML makes me a great fit for this job. I have very deep knowledge and s Flere

€17 EUR / time
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0.0
evonsystems7

"Hi, Hope you are doing well! Thanks for sharing your project requirement with us. It will be our great pleasure to work on your project. I have checked your requirement, yes we can do it, because we already work on si Flere

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matlabber

Dude have a good day.I hope you will serve out your project on [login to view URL] text comes to me so complicated so that i look at some on text and looks like i can.i will examine documents .How many is euro of project's Flere

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SINTU4101999

Yes...

€10 EUR / time
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0.0