Data-driven outlook: Machine learning models in forecasting stock market indices

• Main Author: Nicolas, Paul John P.
• Format: text
• Language: English
• Published: Animo Repository 2017
• Subjects: Stock price forecasting > Data processing; Stock price indexed > Data processing; Stock exchanges; Finance and Financial Management
• Online Access: https://animorepository.dlsu.edu.ph/etd_bachelors/2883
• Institution: De La Salle University

In this research, both binary classification model and feed forward neural networks model were used in classifying whether the Philippine Stock Exchange (PSEi) closing level the next day will be higher or lower than the previous days. The researcher examined if these two machines learning models per...