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as 06-20-2024 10:32am EST

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Equity Lifestyle Properties is a residential REIT that focuses on owning manufactured housing, residential vehicle communities, and marinas. The company currently has a portfolio of 451 properties across the U.S. with a higher concentration in the Sunbelt region with 38% of the company's properties located in Florida, 12% in Arizona, and 8% in California. Equity Lifestyle targets owning properties in attractive retirement destinations with over 70% of the company's properties either being age-restricted or having an average resident age over 55.

More About Our ELS ML Model...

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

To train our stocks ELS 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 ELS 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 ELS 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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