OSW

SIGNATURE WORK
CONFERENCE & EXHIBITION 2023

EXPLAINABLE MACHINE LEARNING IN CREDIT SCORING

Name

Tingyi Li

Major

Applied Mathematics and Computational Science

Class

2023

About

This is Tingyi Li's Signature Work E-portfolio.
Major: Applied Mathematics and Computational Sciences.

Signature Work Project Overview

The Signature Work focuses on Explainable Machine Learning in Credit Scoring. The project focuses on improving standard credit scoring models with machine learning methods while maintaining interpretability by applying two global and local explainers to the model.

Signature Work Presentation Video