Abstract
Investigators publish new report on artificial intelligence. According to news reporting from Guangdong Baiyun University by NewsRx journalists, research stated, “Contemporarily, stock market is the most representative financial investment tool in the world.” Our news journalists obtained a quote from the research from Guangdong Baiyun University: “The application of machine learning has had a significant impact on the development of society and economy as well as productivity, and has also been inextricably linked to the securities market. This study will analyse and compare the technological development of machine learning in the last five years, as well as the stock value data and stock price fluctuations of A-shares and American stocks in the field of machine learning. In this way, the machine learning technology may change the global stock market in the future, and the prospect of this technology in the future. This paper introduces three forecasting models, namely Light Gradient Boosting Machine (lightGBM) model, Convolutional Neural Networks (CNN) model and Long short-term memory (LSTM) model, and studies their influence on stocks and forecasting accuracy.
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