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Predicting 3 outcomes with 70 predictors using BORUTA-Random Forest

Input

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

-4000 cases

Work

-Use boruta wrapper for random forest in R

-find settings that maximized HIT RATE

-measure hitrate in a 10 fold cross validation setting

Deliverable

-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)

Timing

-finalize in 1 week

Kĩ năng: Khoa học dữ liệu, Machine Learning, Ngôn ngữ lập trình R, Phân tích thống kê

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Về Bên Thuê:
( 11 nhận xét ) Cologne, Germany

ID dự án: #17170049

Được trao cho:

iamajayjadhav

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 Thêm

$278 USD trong 4 ngày
(7 Đánh Giá)
3.9

15 freelancer đang chào giá trung bình $437 cho công việc này

AItechnology

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 Thêm

$440 USD trong 7 ngày
(19 Nhận xét)
6.1
dinhfreedom

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 Thêm

$500 USD trong 7 ngày
(22 Nhận xét)
5.5
chrisvwn

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 Thêm

$555 USD trong 7 ngày
(14 Nhận xét)
5.3
blakehamm

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 Thêm

$750 USD trong 10 ngày
(9 Nhận xét)
4.5
williams115

-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 Thêm

$250 USD trong 2 ngày
(6 Nhận xét)
4.6
MohamedDoba

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 trong 4 ngày
(8 Nhận xét)
3.9
ideepeners

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 Thêm

$500 USD trong 5 ngày
(11 Nhận xét)
3.9
vorasiddh4it

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usmanhassan123

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(14 Nhận xét)
4.0
Statxn

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3.4
himanshusikaria

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 Thêm

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(6 Nhận xét)
2.5
general985

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 Thêm

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(3 Nhận xét)
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$526 USD trong 10 ngày
(1 Nhận xét)
1.5
Echecsxn

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 Thêm

$250 USD trong 10 ngày
(0 Nhận xét)
0.0