Feature Selection Optimization

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Feature Selection Optimization

The main goal of this project is to optimize feature selection in order to achieve a balance between model performance and computational complexity.


- Expertise in feature selection algorithms and optimization techniques

- Strong understanding of machine learning models and their performance metrics

- Ability to analyze trade-offs between model performance and computational complexity

- Proficiency in programming languages such as Python or R

- Experience with data preprocessing and feature engineering

Ideal Skills and Experience:

- Previous experience in feature selection optimization projects

- Familiarity with various feature selection algorithms (e.g., forward selection, backward elimination, genetic algorithms)

- Knowledge of dimensionality reduction techniques (e.g., principal component analysis, t-SNE)

- Understanding of model evaluation and validation techniques (e.g., cross-validation, ROC curve analysis)

- Familiarity with machine learning libraries and frameworks (e.g., scikit-learn, TensorFlow)

The desired level of model performance is determined by the client's preference for high accuracy, moderate accuracy, or acceptable accuracy. The importance of computational complexity compared to model performance is also a crucial factor in this project.

Overall, the selected freelancer should be able to optimize feature selection to improve model performance while considering computational complexity.

Python Machine Learning (ML) Limbaj de programare R Statistică Algoritm

ID Proiect: #37251525

Detalii despre proiect

13 propuneri Proiect la distanță Activ săptămâna trecută

13 freelanceri plasează o ofertă medie de 152$ pentru proiect


Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Mai multe

$250 USD în 7 zile
(98 recenzii)

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, Java, PHP, JavaScript and C/C++/C++ programming and by strong mathematical and statistical background, have good flexibility for solve yo Mai multe

$250 USD în 7 zile
(26 recenzii)

Hello idrismuby! I hope you're well. I'm a senior Python developer with specializing in python app and web development. I've delivered more than 100 projects over time with 5* rating. Here are some of my skills necess Mai multe

$200 USD în 7 zile
(54 recenzii)

Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Computer Vision, Digital Image Processing & Machine/Deep Learning using Python programming. Here you can find some of my clients Mai multe

$120 USD în 3 zile
(35 recenzii)

Dear idrismuby, I hope this message finds you well. My name is Christopher, and I have over 4 years of experience in Python programming, with a strong background in machine learning and algorithm optimization. I have Mai multe

$90 USD în 5 zile
(10 recenzii)

hi, read out your project details you want feature selection to balance the prediction of the model in an optimized way. I can do this project because I have expertise in using optimization algorithms. I have more than Mai multe

$100 USD în 2 zile
(27 recenzii)

Hello greetings, After going through your project description, I feel confident and excited to work on this project for you. But I have some important things and queries to clear out. Can you please leave a message on Mai multe

$140 USD în 7 zile
(14 recenzii)

Hlo! I have done MS in statistics. I read your job description. I have expertise in R studio, excel, feature selection methods and statistical analysis. I will provide you with the finest work that perfectly aligns wi Mai multe

$50 USD în 1 zi
(16 recenzii)

Hello Sir, I hope you are doing well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skill set with sophisticated ex Mai multe

$140 USD în 7 zile
(10 recenzii)

Hi. How are you? Thanks for your post. I am an expert in ML(feature selection/generation/extraction) using python. If you cooperate with me, you will get good results. Please open chat window to contact me. Waiting for Mai multe

$100 USD în 2 zile
(1 părere)

I understand that you are looking for a freelancer to help optimize feature selection in order to achieve a balance between model performance and computational complexity. With my extensive experience in feature select Mai multe

$140 USD în 7 zile
(0 recenzii)

Hi. I am a Bioinformatician and Data Scientist with expertise in Deep learning and Python. I have strong command on ML/DL and feature selection techniques. If you are looking for some quality work, I am here to help y Mai multe

$250 USD în 3 zile
(0 recenzii)