Predicting 3 outcomes with 70 predictors using BORUTA-Random Forest


-Data matrix with 70 predictors (metric and binary) and 3 target variables

-4000 cases


-Use boruta wrapper for random forest in R

-find settings that maximized HIT RATE

-measure hitrate in a 10 fold cross validation setting


-optimal settings and performance statistics

-prediction values for every case and every target variable. Prediction values are those where the case that is subject for prediction is not part of the learning set (cross validation approach)


-finalize in 1 week

Skills: Data Science, Machine Learning, R Programming Language, Statistical Analysis

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About the Employer:
( 12 reviews ) Cologne, Germany

Project ID: #17170049

Awarded to:


Hello, Greetings of the day.!! I have a experience in Random Forest algorithm also in Feature selection. I am Ajay, having 3+ year of experience in Data Science using tools like Python, R, Spark. Worked on mul More

$278 USD in 4 days
(30 Reviews)

14 freelancers are bidding on average $451 for this job


Experienced data scientist who has extensively worked on machine learning projects ranging from recommending engines to computer vision applications in R & Python. Would like to see sample dataset ,if possible Looki More

$440 USD in 7 days
(26 Reviews)

With 2+ years in R programming and piloting of successful R projects, I am an ideal candidate. I have experience with a variety of packages and data formats including BORUTA-Random Forest. I am confident that I will di More

$750 USD in 10 days
(20 Reviews)

Hello, there, I am very happy to put my bid on your project. I am an expert of machine learning classification algorithm and senior software developer, so I am interested in and confident to do this project. I hope More

$500 USD in 7 days
(35 Reviews)

Hi, I have experience working with R and Random Forests including various cross validation techniques to get the best accuracy. An initial analysis will be carried out to understand the different predictors with res More

$555 USD in 7 days
(16 Reviews)

-Professional Machine Learning, R & Python ,Random Forest expert ! Best Result in Time!----- Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm really confident a More

$250 USD in 2 days
(12 Reviews)

Mphill in statistics and expert in such tasks.

$250 USD in 1 day
(17 Reviews)

I am an expert in data analysis, I've done a lot of projects in the fields involving data preprocessing and data visualization and building classifers and regression models, contact me for further discussion.

$280 USD in 4 days
(8 Reviews)

Hi, I am a Machine Learning Specialist. I have worked on various machine learning models in R and have hands on experience in Boruta. I have indepth knowledge of Random Forest and feature selection so dealing with More

$500 USD in 5 days
(12 Reviews)

Data Outlier | Creator of multiple R libraries | TEDx Speaker | Brainstormer Having built multiple R libraries to easy data processing and easy analysis, I am sure to be able to solve the challenge. I have used shit More

$330 USD in 10 days
(9 Reviews)

As an: 1- engineer in statistics and applied economic 2- specialized technician in Microsoft Office (graduated from Microsoft: Diploma MOS), I am available, able and ready to do this type of work in the best condit More

$250 USD in 5 days
(13 Reviews)

We have 10+ years experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence and Image processing (GIS), Network, SEO based Web More

$1000 USD in 10 days
(6 Reviews)

Hello sir. I'm excited about your project, because I've really rich experience in Random Forest & Python Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide More

$400 USD in 10 days
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$526 USD in 10 days
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