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as 09-10-2024 11:30am EST

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Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Alimera Sciences Inc is a commercial-stage pharmaceutical company developing and commercializing ILUVIEN for the treatment of diabetic macular edema (DME), a cause of blindness, and outside the U.S. for non-infectious uveitis affecting the posterior segment of the eye (NIU-PS). ILUVIEN is a sustained-release intravitreal implant that enables patients to maintain vision longer, and importantly, with fewer injections. The company commercializes ILUVIEN in the U.S., Europe, China and the Middle East operations are managed as three operating segments: U.S., International and Operating Cost It generates maximum revenue from U.S. Segment.

More About Our ALIM ML Model...

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

To train our stocks ALIM 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 ALIM 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 ALIM 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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