Explainable Survival: From Prediction to Trust in Hex
Local modeling, error analysis, and explainability work supporting an interactive ML app built in Hex.
Problem: Just predicting survival on the Titanic dataset doesn't generate explainable results.
Approach: This project reframes the classic Titanic survival prediction problem as a trust, error analysis, and interpretability challenge...
Tradeoffs: This project was not about producing a Titanic leaderboard 'winner'...
Tech: Python, Hex