Miami Housing Price Prediction

A machine learning pipeline for predicting residential sale prices in Miami

R tidymodels XGBoost Quarto ggplot2

Analysis Reports

• Executive Summary Non-technical overview of the problem, approach, and results
• Model Results and Final Evaluation Full model comparison, test set performance, residual analysis, and variable importance
• Exploratory Data Analysis Distribution analysis and predictor relationships that motivated feature engineering
• Data Cleaning Raw data overview, type corrections, missingness check, and outcome transformation