首页|Beijing Normal University-Hong Kong Baptist University United International Coll ege Researcher Details Research in Machine Learning (Comparison of Machine Learn ing Models for Stock Prediction)
Beijing Normal University-Hong Kong Baptist University United International Coll ege Researcher Details Research in Machine Learning (Comparison of Machine Learn ing Models for Stock Prediction)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New study results on artificial intell igence have been published. According to news reporting originating from Zhuhai, People’s Republic of China, by NewsRx correspondents, research stated, “The sto ck market, a significant component of the financial market, is essential to the functioning of the world economy.” The news journalists obtained a quote from the research from Beijing Normal Univ ersity-Hong Kong Baptist University United International College: “Accurate pred iction of changes in stock prices is of great importance to investors, financial institutions, and the economic system. In order to compare the effects of three methods-linear regression, K-nearest neighbor (KNN), and long short-term memory network (LSTM)- in the context of Tesla stock prediction, the goal of this study is to investigate the use of machine learning in the field of stock prediction. Through empirical analysis and comprehensive evaluation, this paper finds that the LSTM model performs best in Tesla stock prediction, with better prediction a ccuracy and stability. LSTM can better capture the time series characteristics a nd complex nonlinear relationships of stock prices, thus improving the accuracy of prediction. This research investigates the future development direction of ma chine learning techniques in stock forecasting, building upon the discovered ins ights. Subsequent investigations may concentrate on broadening the scope of data attributes, investigating group education techniques, and including attention m echanisms.”
Beijing Normal University-Hong Kong Bapt ist University United International CollegeZhuhaiPeople’s Republic of ChinaAsiaCyborgsEmerging TechnologiesFinance and InvestmentInvestment and Fi nanceMachine Learning
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