WiMi Developed a Hybrid Machine Learning Model Based on VMD and SVR to Lead Bitcoin Price Prediction
SVR, a core component of the machine learning algorithms, provides powerful predictive capabilities by capturing nonlinear relationships in the feature space of the technical model.
- SVR, a core component of the machine learning algorithms, provides powerful predictive capabilities by capturing nonlinear relationships in the feature space of the technical model.
- The hybrid input of technical indicators and the reconstructed VFMs of the VMD allow SVR to provide a more comprehensive understanding of market dynamics.
- To ensure the relevance of the predictive model data, intraday bitcoin price data was preprocessed and normalized.
- Going forward, WiMi will continue to deepen its market data and integrate more emerging technologies to further enhance the performance of its two-stage hybrid machine learning model.