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Yu-Chun (Robin) Peng's Projects

breast-cancer-prediction icon breast-cancer-prediction

I built the predictive models to predict the diagnosis with 4 algorithms, decision tree, logistic regression, k-nearest neighbors and support vector machine.

home-credit-default-risk icon home-credit-default-risk

Built prediction models using a combination of XGBoost, LightGBM, and Catboost in a Kaggle Competition.

movie-recommendation-system icon movie-recommendation-system

We created four movie recommendation systems, including demographic filtering, content-based filtering, collaborative filtering, and hybrid engine.

rfm-analysis icon rfm-analysis

I conducted RFM analysis on the customers of an online retail company to develop unique marketing strategies for distinct groups.

spam-email-detection icon spam-email-detection

I built classification models to detect spam email under two scenarios: accuracy-based and cost-sensitive based.

wids-datathon-2022 icon wids-datathon-2022

I participated in the WiDS Datathon 2022, which is a social impact challenge focusing on the environment and climate change.

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