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Missing data imputation using Genetic-Algorithm

$90-100 CAD

Cancelled
Posted almost 7 years ago

$90-100 CAD

Paid on delivery
This project aims to impute missing values of the given datasets. You have to write a code in the programming language (MATLAB or R) of your choice to read some excel data (step-1), identify the missing data (step-2), and then impute the missing values in the data based on the technique given in the proposed reference for this project (step-3), consequently return the imputed data and compare it with the complete data to measure the accuracy and reliability of your results (step-4). In the step 1, do not limit your code to a specific data size or data dimension, I mean you have to be able to read or load the data with different size and dimension. You will receive some datasets with numerical attributes in XLS, I will upload later! In the step 2, you discover the number and the location of the missing data. For instance, if you return the missing indices, you are able to discover the missing data patterns (univariate, monotone, arbitrary missing data). In the step 3, you will have to use Genetic Algorithm and write a code to impute (i.e., single or multiple) the missing data based on the given approach. In the step 4, you have to manage your code to return the imputed values. Then you are able to compare the imputed values with the original complete data to compute the error (NRMS).
Project ID: 14713115

About the project

19 proposals
Remote project
Active 7 yrs ago

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19 freelancers are bidding on average $112 CAD for this job
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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 $150 CAD - payment once project delivered
$150 CAD in 10 days
5.0 (302 reviews)
8.1
8.1
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I propose using R for the project to read in the data, determine the missing points and implement the genetic algorithm to impute the missing data points. Relevant Skills and Experience I have experience using R to implement various algorithms. While i have not previously implemented the GA I can swiftly learn and code it. Proposed Milestones $105 CAD - On completion
$105 CAD in 3 days
4.9 (29 reviews)
6.6
6.6
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I am a data scientist and have experience with machine learning and statistical analysis of data using R and Python. I can help you with the project please provide me with more details. Relevant Skills and Experience R, Machine Learning, Data Analysis. Proposed Milestones $150 CAD - Project Completion
$150 CAD in 10 days
4.9 (46 reviews)
5.7
5.7
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Hello – I am Rajesh having a PhD in engineering from a top university and have 15 years’ experience in doing Matlab simulations. Relevant Skills and Experience I have used GA for many applications including data imputations. I propose to use GA function given in Matlab. Proposed Milestones $25 CAD - step-1 $25 CAD - step-2 $25 CAD - step-3 $25 CAD - step-4 Please provide data. Thanks.
$100 CAD in 5 days
4.9 (53 reviews)
5.8
5.8
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A proposal has not yet been provided
$99 CAD in 4 days
5.0 (1 review)
2.0
2.0
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I already developed genetic algorithm in MATLAB for my own thesis project. Hence can definitely provide you solution in R.
$111 CAD in 5 days
3.8 (1 review)
2.2
2.2
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hi, i have worked on the genetic algorithm as part of my thesis in my master's degree, please connect with me, i am keen to work on tis task. Relevant Skills and Experience GA, data mining, data analysis Proposed Milestones $111 CAD - milsetone data analytics, mining and GA
$111 CAD in 5 days
5.0 (3 reviews)
1.4
1.4
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A proposal has not yet been provided
$105 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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Dear sir, I have read your job description fully and carefully. I have proper experience about many data entry, research, internet research, market research, information research, data collection, data input, MS word, Excel sheet, power point etc. If you give me the chance I will be try my best to do your job within very short time. Regards, Mahamud Hasan
$105 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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Matlab expert, I've worked with it in academia for years and completed a thesis on a matlab script. Please consider me.
$90 CAD in 3 days
0.0 (0 reviews)
0.0
0.0
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Hello My name is Ubaid from Kashmir My freelancer profile is new but i have 11 years experience, I have worked for several clients. Joined Freelancer with over 11years rich experience in the field.I have successfully completed more than 50+ projects in my up work profile you will be glad to know that I am best fit for your project my key skills are. Python,Matlab and mathematica, PHP,Dataprocessing,scraping,websearch,dataentry,datamining,excel,internet research, software architecture and Scrapping expert with 11 years of experience. Linkedin API developer. Using Python, Wordpress , C Programming , C++Programming, Linux,PHP,MYSQL ,Java ,Javascript, ,Website Design ,Graphic Design,CSS,Research,MATLAB and Mathematica ,Leads ,Web Search ,Machine Learning ,HTML5 ,LinkedIn ,Landing Pages ,Web Services ,Internet Research ,Angular.js ,,Data mining,,Web scrapping,Find contacts, Data Processing, Data Entry, Excel, Leads, Web Search, Data Mining, Linked in, Microsoft Office, Email handling. I am a highly skilled,Web Scraping,Data Mining,Data processing,Web search, webresearcher,data entry provider seeking an opportunity to leverage my expertise and demonstrate my high level of technical an administrative skills. You can test the quality of my work and also i provide work at best price in the market. thanks. Regards
$90 CAD in 0 day
0.0 (0 reviews)
0.0
0.0
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I have a good experience in Genetic Algorithm as this was the elective I selected for implementation with matlab Relevant Skills and Experience Fluent in MATLAB and genetic algorithm Proposed Milestones $105 CAD - As per requirement Additional Services Offered $25 CAD - Further enhancement upon request Explain to me what you want to achieve with it.
$105 CAD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, I'm a bioinformatics student with plenty of experience working with R and incomplete data sets, so I can help you with this project. Please contact me to discuss further Habilidades y experiencia relevante R programming NA imputing Htos propuestos $100 CAD - Results revision
$100 CAD in 10 days
0.0 (0 reviews)
0.0
0.0

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Strathroy, Canada
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Member since Dec 3, 2015

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