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as 06-21-2024 4:00pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

Two Harbors Investment Corp is a real estate investment trust primarily focused on investing in, financing, and managing residential mortgage-backed securities, or RMBS; residential mortgage loans; mortgage servicing rights; and commercial real estate. The majority of the company's investment portfolio is split between agency RMBS purchased from government-sponsored enterprises and nonagency RMBS. Two Harbors derives nearly all of its revenue in the form of interest income collected from its investments. Most of this income is generated by available-for-sale securities, while residential mortgage loans held for investment in securitization trusts also contribute a sizable amount.

More About Our TWO ML Model...

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

To train our stocks TWO 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 TWO 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 TWO 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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