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as 06-20-2024 3:30pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

AGNC Investment Corp is a real estate investment trust that invests in agency residential mortgage-backed securities. The firm's asset portfolio is comprised of residential mortgage pass-through securities and collateralized mortgage obligations for which the principal and interest payments are guaranteed by a U.S. Government-sponsored enterprise, such as the Federal National Mortgage Association and the Federal Home Loan Mortgage Corporation, or by a U.S. Government agency, such as the Government National Mortgage Association. It also invests in other types of mortgage and mortgage-related residential and commercial mortgage-backed securities or other investments in or related to, the housing, mortgage or real estate markets.

More About Our AGNC ML Model...

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

To train our stocks AGNC 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 AGNC 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 AGNC 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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