K-means algorithm and linear regression analysis

[url removed, login to view] a K - means high level algorithm and program for clustering the N-dimensional data point in your own language. The algorithm should be able to read the data from a data file that has data in the following form

. Note: you can use software library for sorting if needed.

Dimensions = <integer>

<Tuple 1> <disease>

<tuple 2> <disease>


<tuple N> <disease>

<Tuple> will be given as comma separated dimension coordinates starting from dimension 1. The dimension value will be given from 1..100. The <disease> will be a word for example ‘diabetes’, ‘kidney problem’, ‘acidity’ etc. If the <disease> column is missing, it would mean no disease is associated with that value.

The distance measure will be Euclidean that means it is square root of squares of difference of coordinate and centeroids. Your program should display the coordinates of the centroid on the screen, the threshold value you gave, and the maximum distance from the centroid to the farthest point in a cluster for all the clusters. It should also give the coordinates of the 'Outliers' in a separate output file. Outliers are those points that do not belong to any [url removed, login to view] that there ay be more than one clusters for the same disease

[url removed, login to view] a program for a linear regression analysis given a points in x - y Coordinates in a data file. You have to calculate the equation of the line, ovariance, variance(x - axis), variance(y - axis), and display the equation of the line, covariance , variances, and r - value.

note: Generate your own test data . There must be aleast 100 data points and 4 clusters to demonstrate the program. All the cluster information and centroid Generation should be parameterized and not hardwired

Kemahiran: Pengaturcaraan C++, Java, Pembelajaran Mesin

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Tentang Majikan:
( 4 ulasan ) Northville, United States

ID Projek: #7419404

17 pekerja bebas membida secara purata $297 untuk pekerjaan ini


A proposal has not yet been provided

$252 USD dalam 3 hari
(89 Ulasan)

I am very proficient in c, c++. I have 15 years c++ developing experience now, and I have worked for 5 years. My work is online game developing, and mainly focus on server side, the language is c++ under linux. I used Lagi

$200 USD dalam 3 hari
(62 Ulasan)

This should be a very easy project for me because I'm very expert in algorithm and data mining. I know k-means algorithm and regression model analysis.

$250 USD dalam 3 hari
(3 Ulasan)

A proposal has not yet been provided

$155 USD dalam 3 hari
(10 Ulasan)

Dear Sir, I am professional to resolve this kind of algorithm problem. I had completed several programs with other language. Now, I'd like use Java to complete your task if the performance is not critical for you. Lagi

$222 USD dalam 5 hari
(6 Ulasan)

A proposal has not yet been provided

$144 USD dalam 3 hari
(7 Ulasan)

Hello, I could handle your project. Regard, Thuan

$111 USD dalam 15 hari
(2 Ulasan)

Hi I am Dinh. Hope to work with you. >>>>>>>>>>>>>>>>>>>>>>>>>>>>> <<<<<<<<<<<<<<<<<<<<<<<<<<<<< >>>>>>>>>>>>>>>>>>>>>>>>>>>>>

$80 USD dalam 3 hari
(28 Ulasan)

I am software engineer and i know how to do that very well and hope we have a happy experience between us

$160 USD dalam 3 hari
(4 Ulasan)

hello. I saw your description carefully. I understand it and can do it . I have done several project like this. I'm an expert in Data Mining, Data Structures and Algorithms. And I know Java and C/C++ well. I'm in Lagi

$100 USD dalam 3 hari
(10 Ulasan)

Hi, I am a Software Engineer and Technical Writer by profession. I might be new to freelancer but I have a well-established profile with over 50 jobs and 5 star ratings at elance. I have developed software programs inc Lagi

$150 USD dalam 3 hari
(1 Ulasan)

I am a data scientist/quantitative developer with over 5 years of experience doing analysis. My interest and expertise in creating algorithm in java.

$233 USD dalam 10 hari
(2 Ulasan)

Hello I am a software developer and I have alot of experience in K means algorithm and linear regression analysis. I have read your requirements and i am ready to start working on your project.I have completed the al Lagi

$75 USD dalam 3 hari
(1 Ulasan)

The program would be written in java, but there is no GUI interface. So it would run through the command line, with a text file input.

$555 USD dalam 7 hari
(0 Ulasan)

Hi, I would be happy to help with this task, I can do it in Python. I have Msc Economics and Financial Engineering, quality of work will be up to top level. Please let me know more about the task. Regards Lagi

$70 USD dalam 4 hari
(0 Ulasan)

1. I specialize in numerical and algorithmic applications in C++. 2. My background is in Computer Science and Math - graduate degrees in both. 3. Please visit my website for more information: [login to view URL] Lagi

$2222 USD dalam 60 hari
(0 Ulasan)

I have signed up for an online course on machine learning offered by coursera and it is almost to be completed. I see this project as a practice set very similar to that course.

$111 USD dalam 3 hari
(0 Ulasan)

Dear sir, I've read your requirement carefully twice. With high expertise in algorithm, I could be a good fit. I'll complete your work within 24-48 hours. Kind regards, Francis T.

$60 USD dalam 3 hari
(0 Ulasan)