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as 06-20-2024 4:00pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

Starwood Property Trust Inc is an American real estate investment trust principally engaged in originating, acquiring, and managing commercial mortgage loans and commercial mortgage-backed securities in the U.S. and Europe. The company organizes its activities into Commercial and Residential Lending Segment, Infrastructure Lending Segment, Property Segment and Investing and Servicing Segment. The company generates the majority of its revenue from the Real estate commercial and residential lending segment, which is engaged in originating, acquiring, financing, and managing commercial first mortgages, and non-agency residential mortgages.

More About Our STWD ML Model...

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

To train our stocks STWD 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 STWD 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 STWD 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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