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as 06-18-2024 9:30am EST

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Nasdaq

Piedmont Office Realty Trust Inc is a real estate investment trust engaged in the acquisition, development, and management of commercial real estate properties throughout the U.S. The company's real estate portfolio is mainly composed of office properties located in the majority of American metropolitan areas. Piedmont derives majority of its revenue in the form of rental income from tenants in mid- to long-term lease agreements. The vast majority of the company's revenue comes from the leasing of its assets in Washington D.C., New York City, Chicago, Atlanta, Minneapolis, Dallas, and Boston. Piedmont's large customers in terms of rental revenue are U.S. Government entities, business services companies, and financial institutions.

More About Our PDM ML Model...

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

To train our stocks PDM 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 PDM 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 PDM 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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