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as 12-18-2024 9:54am EST

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Luna Innovations Inc is engaged in optical technology, providing high-performance fiber optic test, measurement, and control products for the telecommunications, and photonics industries, and distributed fiber optic sensing solutions that measure and monitor materials and structures for applications in aerospace, automotive, oil, and gas, security, and infrastructure. Its Lightwave segment develops, manufactures, and markets optical measurements technologies like Sensing including short, medium, and long-range distributed fiber optic sensing solutions and Terahertz measurement products, and Communications test and photonic control including test equipment for communications devices and networks and specialty laser and photonic components. It derives a majority of its revenue from the U.S.

More About Our LUNA ML Model...

What kind of parameters do you use to train LUNA stocks ML model?

To train our stocks LUNA ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update LUNA ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your LUNA model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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