Predicting MLB Salary Arbitration Awards with Machine Learning Building Experience-Level Specific Models for Baseball's Most Complex Salary System By Charles Benfer Posted on January 12, 2026 Project Overview [Read More] Tags: Sports-Analytics, Baseball, Machine-Learning, Arbitration, Salary-Prediction
Building a Comps-Based Free Agent Evaluation System for Baseball Production-Ready Player Similarity Engine for Contract Analysis By Charles Benfer Posted on December 19, 2025 Project Overview [Read More] Tags: Sports-Analytics, Baseball, Machine-Learning, Free-Agency, Player-Evaluation
Building an XGBoost Win Probability Calculator for Baseball Creating a Foundational Metric for Advanced Baseball Analytics By Charles Benfer Posted on September 6, 2025 Project Goals [Read More] Tags: Sports-Analytics, Baseball, Machine-Learning, XGBoost, Win-Probability
Predicting Pitcher Injuries with Bayesian Survival Analysis A Deep Dive into Model Development and the Quest for Better Features By Charles Benfer Posted on September 2, 2025 Project Goals [Read More] Tags: Sports-Analytics, Baseball, Bayesian-Statistics, Survival-Analysis, Machine-Learning
From Features to Profits - Building a Production MLB Betting System Advanced Modeling, Comparative Analysis, and Real-World Betting Implementation By Charles Benfer Posted on August 25, 2025 From Features to Profits: Building a Production MLB Betting System [Read More] Tags: Sports-Analytics, Baseball, Machine-Learning, Sports-Betting, Production-Systems