MIGA Model Enhances Stock Market Prediction with Mixture-of-Experts Approach

Stock market prediction is challenging. Current models employ a single large model for all stocks, but this approach is ineffective due to the variability among stocks. MIGA, a new model, utilizes "experts"—specialized models tailored to different types of stocks. It enhances performance by allowing these experts to share information. MIGA outperforms other models, particularly on Chinese indices like CSI300. It demonstrates a 24% annual return, which is 8% higher than previous models. This approach has the potential to revolutionize stock prediction.