ML in Stock Market Forecasting

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The study explores stock market complexity, introducing machine learning (ML) as a solution to limitations in traditional prediction models. It defines ML algorithms, examines stock dynamics, and highlights the role of companies in financial analysis. Motivated by gaps in ML applications for emerging markets, the research evaluates ML performance versus traditional models, using quantitative stock data and specific metrics. Findings identify optimal predictive models for investment and risk...