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as 08-01-2025 4:00pm EST

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Citizens Financial Group Inc is a bank holding company headquartered in Providence, Rhode Island. Through the bank, it offers various retail and commercial banking products and services to individuals, small businesses, middle-market companies, large corporations, and institutions. The company's reportable segments are; Commercial Banking, Consumer Banking, Non-Core, and Others. A majority of its revenue is generated from the Consumer Banking segment, which serves consumer customers and small businesses, offering traditional banking products and services including deposits, mortgage and home equity lending, credit cards, small business loans, education loans, point-of-sale finance loans, and wealth management and investment services.

More About Our CFG ML Model...

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

To train our stocks CFG 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 CFG 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 CFG 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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