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as 06-21-2024 9:39am EST

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Pebblebrook Hotel Trust currently owns upper-upscale and luxury hotels with 11,924 rooms across 46 hotels in the United States. Pebblebrook acquired LaSalle Hotel Properties, which owned 10,451 rooms across 41 US hotels, in December 2018, though management has sold many of those hotels over the past few years. Pebblebrook's portfolio consists mostly of independent hotels with no brand affiliations, though the combined company does own and operate some hotels under Marriott, Starwood, InterContinental, Hilton, and Hyatt brands.

More About Our PEB ML Model...

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

To train our stocks PEB 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 PEB 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 PEB 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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