WiMi Developed a Hybrid Machine Learning Model Based on VMD and SVR to Lead Bitcoin Price Prediction
WiMi Hologram Cloud Inc. - American Depositary Share (WIMI)
Company Research
Source: PR Newswire
BEIJING, April 8, 2024 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, today announced that it developed a two-stage hybrid machine learning model based on variational modal decomposition (VMD) and support vector regression (SVR). In order to efficiently capture the dynamic information of the market, WiMi's model of this technology employs the Boruta algorithm for technical indicators and feature selection. This helps in finding the most relevant subset of features, minimizing the complexity of the model and improving its efficiency.VMD is able to better handle noise and random fluctuations in Bitcoin price series. By decomposing the real-valued input signals into variational mode function (VMF), we obtain VMFs with unique frequency ranges, which ultimately improves the representation of price data. SVR, a core component of the machine learning algorithms, provides powerful predi
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WIMI
Sec Filings
- 4/25/24 - Form 20-F
- 4/23/24 - Form 6-K
- 3/18/24 - Form 6-K
- WIMI's page on the SEC website