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as 06-13-2024 4:00pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

Arbor Realty Trust Inc is a specialized real estate finance company. It invests in a diversified portfolio of structured finance assets in the multifamily and commercial real estate markets, consisting of bridge and mezzanine loans, including junior participating interests in first mortgages, preferred, and direct equity. In addition, it may also directly acquire real property and invest in real estate-related notes and certain mortgage-related securities. The company has two business segments, Structured Business and Agency Business. It generates a majority of its revenue from the Structured Business Segment. The company is externally managed and advised by Arbor Commercial Mortgage, LLC.

More About Our ABR ML Model...

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

To train our stocks ABR 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 ABR 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 ABR 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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