Machine Learning Football Prediction Model Back-testing and Enhancement
$10-30 USD
Paid on delivery
I am searching for a proficient machine learning engineer or data scientist with expertise in football (soccer) prediction models. Our project entails rigorous backtesting and refining of our existing machine-learning football prediction model to enhance its accuracy and reliability.
Key Deliverables:
Data Preprocessing: Clean and preprocess historical football match data, including player statistics, team performance, and game outcomes to ensure data quality.
Backtesting: Develop and execute comprehensive backtests for the existing football prediction model. Evaluate its performance across various leagues, seasons, and match scenarios.
Performance Metrics: Calculate and analyze critical performance metrics such as accuracy, precision, recall, and F1 score. Assess model strengths and weaknesses in different contexts.
Model Enhancement: Identify areas for model improvement. Implement necessary adjustments, which may include feature engineering, hyperparameter tuning, or exploring alternative machine-learning algorithms to boost prediction accuracy.
Documentation: Provide clear documentation of the backtesting process, methodologies, and any modifications made to the model for transparency and future reference.
Project ID: #37231807
About the project
Awarded to:
With a robust background in machine learning, data science, and artificial intelligence, I bring a unique blend of technical expertise and domain-specific knowledge to your football prediction model project. My experie More
12 freelancers are bidding on average $32 for this job
Chi SquareX provide services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning More
Hi, I understand you are looking for someone with expertise in machine learning and football prediction models to enhance their accuracy and reliability. My background and experience make me the perfect fit for this pr More
Dear Hiring Manager, *Able to Start to work Right Away* Hope you are doing well. With my background, I believe I am well-suited to contribute to the success of your project. Technical Skills:*Machine Learning Libraries More
Your trusted IT partner, with a solid 3-year track record, is here to serve you. Wondering why you should choose us? Expertise: Our team boasts mastery in an array of technical domains, encompassing Java, C++, C#, Pyt More
Hi, client. Thanks for your job posting. I will complete the job to your requirement in your time. Please contact me and let's discuss your job in more detail. Best Regards.
I can work on this i can do this project very easy and better coding also i have advanced skills in machine learning and data science and models and statistics analysis.
I believe I would be the best candidate for this position as I have hands-on knowledge & expertise in data collection, cleaning, analysis, and visualization. I have also worked on several projects that involved identi More
I'm confident that my skillset and experience make me the ideal person for this project. With my data analysis expertise, I'm well-versed in preprocessing data and performing backtesting to ensure the reliability of th More
