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as 07-05-2024 1:35pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

Invesco Mortgage Capital Inc is a REIT that invests, finances, and manages residential and commercial mortgage-backed securities and mortgage loans. The company's portfolio consists of residential mortgage-backed securities (RMBS) that are guaranteed by a U.S. government agency such as the Government National Mortgage Association, or a federally chartered corporation such as the Federal National Mortgage Association or the Federal Home Loan Mortgage Corporation; Commercial mortgage-backed securities (CMBS) that are not guaranteed by a U.S. government agency or a federally chartered corporation; RMBS that are not guaranteed by a U.S. government agency or a federally chartered corporation; and other real estate-related financing arrangements.

More About Our IVR ML Model...

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

To train our stocks IVR 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 IVR 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 IVR 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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