Feature Selection Optimization
$30-250 USD
Maksettu toimituksen yhteydessä
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.
Requirements:
- 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.
Projektin tunnus: #37251525
Tietoa projektista
13 freelanceria on tarjonnut keskimäärin $152 tähän työhön
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 Lisää
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 Lisää
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 Lisää
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 Lisää
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 Lisää
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 Lisää
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 Lisää
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 Lisää
