Evaluation of Tree-Based Ensemble Machine Learning Models in Predicting Stock Price Direction of Movement

Forecasting the direction and trend of stock price is an important task which helps investors to make prudent financial decisions in the stock market. Investment in the stock market has a big risk associated with it. Minimizing prediction error reduces the investment risk. Machine learning (ML) mode...

Full description

Bibliographic Details
Main Authors: Ernest Kwame Ampomah, Zhiguang Qin, Gabriel Nyame
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/11/6/332