Machine Learning, Investment, AI, Sklearn, Quant.
leveraging historical data and employing a Support Vector Machine (SVM) model, we achieved a reliable tool for forecasting positive price movements in the SPY index. Key Findings: Model Performance: The SVM model demonstrated high accuracy in predicting uptrends, effectively capturing positive