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as 05-08-2025 4:00pm EST

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Stocks

Consumer Discretionary

Home Furnishings

Nasdaq

Somnigroup International Inc is a bedding company, dedicated to improving people's lives through better sleep. With superior capabilities in design, manufacturing, distribution and retail, It delivers breakthrough sleep solutions and serves the evolving needs of consumers in more than 100 countries worldwide through its fully-owned businesses, Tempur Sealy, Mattress Firm and Dreams. The company's portfolio includes the brand such as Tempur-Pedic, Sealy and Stearns & Foster, and its Multinational omnichannel platform enables the company to meet consumers wherever shop, offering a personal connection and innovation to provide a retail experience and tailored solutions.

More About Our SGI ML Model...

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

To train our stocks SGI 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 SGI 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 SGI 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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