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) Programmeringssproget R Statistikker Algoritme

Projekt ID: #37251525

Om projektet

13 bud Remote projekt Aktiv 5 dage siden

13 freelancere byder i gennemsnit $152 timen for dette job


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 Flere

$250 USD in 7 dage
(98 bedømmelser)

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 Flere

$250 USD in 7 dage
(26 bedømmelser)

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 Flere

$200 USD in 7 dage
(54 bedømmelser)

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 Flere

$120 USD in 3 dage
(35 bedømmelser)

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 Flere

$90 USD in 5 dage
(10 bedømmelser)

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 Flere

$100 USD in 2 dage
(27 bedømmelser)

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 Flere

$140 USD in 7 dage
(14 bedømmelser)

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 Flere

$50 USD på 1 dag
(16 bedømmelser)

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 Flere

$140 USD in 7 dage
(10 bedømmelser)

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 Flere

$100 USD in 2 dage
(1 bedømmelse)

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 Flere

$140 USD in 7 dage
(0 bedømmelser)

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 Flere

$250 USD in 3 dage
(0 bedømmelser)