Unsupervised feature selection using fuzzy rough sets theory

$250-750 CAD

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over 6 years ago

$250-750 CAD

Paid on delivery

I want the working codes for unsupervised feature selection using fuzzy rough sets theory. Preferably in Python, C# codes running in Visual Studio 2015 is also acceptable. There are already some codes and papers explaining this. R has the RS package, but only working for supervised algorithms and cannot run on big data. I don't have a sample data but you can use some online sample data. I need to run the feature selection on a large amount of data, which contains both string and numeric data. Required functions: 1. functions to removing bad records and convert string data into numeric data as well, just similar functions in R but for unsupervised method; 2. IND/Dispensable features 3. core features 4. feature reducts This is a sample code in matlab: [login to view URL] This is a sample code in c#: [login to view URL]\ These are some related papers: [login to view URL]:LkGwnXOMwfcC [login to view URL] [login to view URL] [login to view URL] [login to view URL]

Project ID: 15045393

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@mikeitexpert

This project requires an unsupervised feature selection algorithm to be developed using fuzzy rough sets or possibly other feature reduction methods. The existing algorithms are in R (RS package). Relevant Skills and Experience I have done many similar projects in the area of statistical and fuzzy pattern analysis. Including but not limited to PCA, fuzzy-rough-based approaches etc. I have deep knowledge of Python and C#. Proposed Milestones $50 CAD - 1. functions to removing bad records and convert string data into numeric data as well, $70 CAD - 2. IND/Dispensable features (need more details) $85 CAD - 3. core features (need more details) $100 CAD - 4. feature reducts Additional Services Offered $50 CAD - Generating differnt graphs and ROC etc Please clarify the below steps: 2. IND/Dispensable features 3. core features

$305 CAD in 10 days

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@schoudhary1553

Greetings sir, i am an expert freelancer for this job and your 100% satisfaction is assured if you allow me to serve. I can do this task as per your requirement Relevant Skills and Experience I have the 5 years of experience with excellent knowledge. please give me a chance to work on your project Proposed Milestones $750 CAD - payment after work completion

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@sumbali

I have completed my MS in Electrical Engineering and working in the field of designing for last 3 years. My projects have won more then 10 national level competitions. Area of Expertise -Discrete Time Signal Processing -Statistical Signal Processing -Adaptive Signal Processing -Random/Stochastic Processes -Spectral Estimation -Artifical Intelligence -Pattern Recognition -Wireless Communication -Computational Mathematics

$750 CAD in 25 days

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(9 reviews)

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@mike199

Hi, I’m a Web Designer/Developer from the UK. My name is Mike. Your project description sounds interesting to me and I do have skills & experience that are required to complete this project. Relevant Skills and Experience UX/UI design, front end coding, WordPrss/PHP development. Proposed Milestones $555 CAD - project milestone Let me know when you have a minute for a quick chat.

$555 CAD in 10 days