ufc_ml_agents

The UFC Fight Prediction System is a machine learning tool designed to predict outcomes of UFC fights by utilizing web scraping for data collection, extensive feature engineering, and XGBoost modeling techniques. Key features include the generation of 299 predictive features from historical fight data, a structured evaluation and backtesting framework, and the ability to generate predictions for upcoming fights based on trained models. This tool aims to facilitate data-driven decision-making in sports analytics for UFC events.