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as 06-20-2024 8:00pm EST

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Stocks

Real Estate

Real Estate Investment Trusts

Nasdaq

Simon Property Group is the second-largest real estate investment trust in the United States. Its portfolio includes an interest in 230 properties: 136 traditional malls, 69 premium outlets, 14 Mills centers (a combination of a traditional mall, outlet center, and big-box retailers), 6 lifestyle centers, and 5 other retail properties. Simon's portfolio averaged $743 in sales per square foot in 2023 compared with $693 in sales per square foot over the 12 months before the pandemic. The company also owns a 21% interest in Klépierre, a European retail company with investments in shopping centers in 16 countries, and joint-venture interests in 33 premium outlets across 11 countries.

More About Our SPG ML Model...

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

To train our stocks SPG 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 SPG 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 SPG 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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