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as 06-21-2024 4:00pm EST

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UMH Properties Inc together with its subsidiaries is a real estate investment trust. It is engaged in the business of ownership and operation of manufactured home communities - leasing manufactured homesites to residents . The Company also leases manufactured homes to residents and, through its wholly-owned taxable REIT subsidiary, UMH Sales and Finance, Inc. sells and finances the sale of manufactured homes to residents and prospective residents of its communities and for placement on customers' privately-owned land. The company also owns the land, utility connections, streets, lighting, driveways, common area amenities, and other capital improvements. It earns income from lease agreements for their sites and homes, where the company is the lessor.

More About Our UMH ML Model...

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

To train our stocks UMH 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 UMH 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 UMH 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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