Implement k-means clustering algorithm

implement k-means clustering algorithm using one of your popular programming languages.(C or C++)

 Your code will be compiled from command line, make sure it is compiled without any error:

e.g. >javac [url removed, login to view]

 Your program should accept ARFF (Attribute-Relation File Format) data file format as input and it should generate ARFF files for output. You can ignore the comments in the file. Please do not use any library to read .arff files such as matlab, weka, etc. Your program should use only standard libraries of the programming languages.

[url removed, login to view]~gweiss/data-mining/weka-data/[url removed, login to view]

More sample files can be accessed:

[url removed, login to view]~gweiss/data-mining/weka-data/

 Your program will be run from command prompt. A sample command would be as following command:

e.g.>java ID00005Kmeans –i [url removed, login to view] –o [url removed, login to view] –c classAttributeName –k numberOfClusters


e.g.>java ID00005Kmeans –i [url removed, login to view] –o id00005 [url removed, login to view] –c class –k 2

 Your program should generate an additional output file which stores the centroids of each cluster along with confusion matrix.

Квалификация: Программирование на С, Программирование на C++

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О работодателе:
( 1 отзыв ) India

ID проекта: #12009086



Hello I have one implementation in python which I use in other programs from time to time, I can give you that one. Or I can write a new one for you in c++ or any other. Let me know and it will be done in few hour Больше

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Hello, I can do this project. I am expert in Matlab. I have done no of project on Matlab. Please open your chat box for more discussion. Area of Interest: Image Processing, Speech & Pattern reorganization, Signal Pro Больше

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I have experience in C++ and machine learning. Parsing the input arguments and ARFF files is also not a problem. The task you are asking for I can implement and write well-commented code for it.

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I possess a Masters in Computer Science from one of the top universities in the world with a specialization in Machine Learning. I have previously coded up k-means algorithm multiple times without using any external li Больше

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