Machine Learning, Investment, AI, Sklearn, Quant.
objective of this study is to create a machine learning model that can predict positive price movements in the SPY index. The focus is on constructing and fine-tuning a Support Vector Machine (SVM) model and evaluating its performance using various metrics such as the ROC curve, confusion matrix,