Machine Learning Research
A supervised binary classification to predict the S&P 500 stock price moving direction the next trading day. Winner of Duke Computer Science Undergraduate Project Showcase 2019.
Data
S&P 500 companies financial statement data, daily stock prices, management data, relevant news.
Models
Linear Regression, Linear SVM, RBF SVM, Decision Tree, Random Forest, Neural Network.