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as 06-21-2024 4:00pm EST

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Stocks

Health Care

Misc Health and Biotechnology Services

Nasdaq

Fresenius Medical Care is the largest dialysis company in the world, treating about 345,000 patients from over 4,100 clinics across the globe as of December 2022. In addition to providing dialysis services, the firm is a leading supplier of dialysis products, including machines, dialyzers, and concentrates. Fresenius accounts for about 35% of the global dialysis products market and benefits from being the world's only fully integrated dialysis business. Services account for roughly 80% of firmwide revenue, including care coordination and ancillary operations, while products account for the other roughly 20%. Products typically enjoy a higher margin, making them a strong contributor to the bottom line.

More About Our FMS ML Model...

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

To train our stocks FMS 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 FMS 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 FMS 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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