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as 06-14-2024 4:00pm EST

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Orchid Island Capital Inc invests in residential mortgage-backed securities (RMBS) across the United States. The principal and interest payments of its RMBS are guaranteed by the Federal National Mortgage Association, the Federal Home Loan Mortgage Corporation, or the Government National Mortgage Association, and are backed by single-family residential mortgage loans. The company's investment portfolio is divided into two categories namely traditional pass-through Agency RMBS; and structured Agency RMBS, such as collateralized mortgage obligations, interest-only securities, inverse interest-only securities, and principal-only securities, among other types of structured Agency RMBS.

More About Our ORC ML Model...

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

To train our stocks ORC 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 ORC 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 ORC 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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