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as 06-20-2024 8:00pm EST

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Highwoods Properties Inc is a real estate investment trust engaged in the acquisition, ownership, management, and leasing of properties in urban areas throughout the Southern United States. In terms of total square footage, the vast majority of the company's real estate portfolio comprises office buildings in terms. Highwoods Properties derives nearly all of its income in the form of rental revenue from the tenants of its buildings. The majority of this revenue comes from its holdings in the urban markets of Atlanta, Raleigh, Nashville, and Tampa. These cities also account for the majority of the square footage under the company's ownership. Highwoods Properties' largest customers include the U.S. Government, financial services firms, industrial supply retailers, and healthcare companies.

More About Our HIW ML Model...

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

To train our stocks HIW 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 HIW 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 HIW 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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