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as 12-20-2024 3:38pm EST

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Stocks

Health Care

Medical/Dental Instruments

Nasdaq

InfuSystems Holdings Inc is a health care service provider, facilitating outpatient care for durable medical equipment manufacturers and health care providers. INFU services are provided under a two-platform model. The first platform is Patient Services, providing the last-mile solution for clinic-to-home healthcare where the continuing treatment involves complex durable medical equipment and services. The Patient segment is comprised of Oncology, Pain Management and Wound Therapy businesses. The second platform, Device Solutions, supports the Patient Services platform and leverages strong service orientation to win incremental business from its direct payer clients. The Device segment is comprised of direct payer rentals, pump and consumable sales, and biomedical services and repair.

More About Our INFU ML Model...

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

To train our stocks INFU 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 INFU 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 INFU 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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