as of 11-26-2025 4:00pm EST
Research Frontiers Inc is engaged in the development and marketing of technology and devices to control the flow of light. The company develops and licenses its patented suspended particle device light-control technology to other companies that manufacture and market the SPD-Smart chemical emulsion, the light-control film made from the chemical emulsion, the light-control panels made by laminating the film, electronics to power end-products incorporating the film, or lamination services for, and the end-products. The company's revenue source comes from the licensing of technology.
Frequently Asked Questions
Learn more about our REFR ML prediction model
What parameters are used to train the REFR ML model?
Our stocks REFR ML model is trained using historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other technical metrics.
How often is the REFR ML model updated?
We update our ML model weekly or biweekly (depending on market capitalization) using TensorFlow, typically over the weekend to ensure the most current predictions.
Why might the model accuracy vary?
Our current data provider offers limited historical data, which can impact accuracy. As we continue to gather more data and add additional indicators, we expect the model's accuracy to improve over time.
How can I contribute data to improve accuracy?
We greatly appreciate contributions! Please contact us at info@finquota.com to discuss how you can help improve our models.
Are shorter timeframe predictions available?
Yes, we offer predictions for strategy purposes with shorter intervals including 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes timeframes.
Should I use this for financial decisions?
Our ML model is designed for educational purposes only and should not be used as the sole basis for financial decisions. Always consult with a qualified financial advisor before making any investment decisions.
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Disclaimer
Our REFR ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"REFR Forecast & Prediction for November 29, 2025 Research Frontiers Incorporated" should not be considered as financial advice or as a recommendation to buy or sell stocks. It is provided strictly for educational purposes. Investing in stocks involves significant risks, and decisions should be made only after careful consideration and consultation with a qualified financial advisor.