Building an XGBoost Win Probability Calculator for Baseball
Creating a Foundational Metric for Advanced Baseball Analytics
By Charles Benfer
Project Goals
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Predicting Pitcher Injuries with Bayesian Survival Analysis
A Deep Dive into Model Development and the Quest for Better Features
By Charles Benfer
Project Goals [Read More] -
From Features to Profits - Building a Production MLB Betting System
Advanced Modeling, Comparative Analysis, and Real-World Betting Implementation
By Charles Benfer
From Features to Profits: Building a Production MLB Betting System [Read More] -
Engineering 255+ Features for MLB Home Run Prediction
Advanced Feature Engineering Pipeline for Sports Betting Applications
By Charles Benfer
Building a Production-Ready MLB Home Run Prediction System [Read More] -
A Multi-Level Machine Learning Pipeline for Cy Young Award Prediction
From Pitch-Level Data to Season-Long Awards Using Hierarchical Modeling
By Charles Benfer
Project Goals [Read More]