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as 06-18-2024 9:30am EST

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Community Financial System Inc Formerly Community Bank System Inc is a financial holding company. The company predominantly operates through two wholly-owned subsidiaries: Community Bank, N.A. and Benefit Plans Administrative Services. Community Bank's business is operating a community bank providing a broad array of banking and financial services. These are offered chiefly to retail, commercial, and municipal customers in non-metropolitan markets, including small towns in upstate New York and Northeastern Pennsylvania. The company has historically relied on acquisitions to fuel growth, in addition to growing organically. A majority of its loan portfolio is tilted toward the consumer market on an installment, line of credit, or residential mortgage loan basis.

More About Our CBU ML Model...

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

To train our stocks CBU 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 CBU 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 CBU 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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