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as 06-21-2024 4:00pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

American Homes 4 Rent is a real estate investment trust primarily focused on acquiring, operating, and leasing single-family homes as rental properties throughout the United States. The company's real estate portfolio is largely comprised of single-family properties in urban markets in the Southern and Midwestern regions of the U.S. American Homes 4 Rent's land holdings also represent a sizable percentage of its total assets in terms of value. The company derives the vast majority of its income in the form of rental revenue from single-family properties through short-term or annual leases. The firm's largest geographical markets include Dallas, Texas; Indianapolis, Indiana; Atlanta, Georgia; and Charlotte, North Carolina in terms of the number of properties in each.

More About Our AMH ML Model...

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

To train our stocks AMH 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 AMH 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 AMH 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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