Machine Learning Football Prediction Model Back-testing and Enhancement
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.
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
12 freelancers are bidding on average $32 for this job
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.