Why Regression? Binary Encoding Classification Brings Confidence to Stock Market Index Price Prediction
Stock market indices serve as fundamental market measurement that quantify systematic market dynamics. However, accurate index price prediction remains challenging, primarily because existing approaches treat indices as isolated time series and frame the prediction as a simple regression task. These