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as 12-20-2024 4:00pm EST

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Citizens Community Bancorp Inc is a bank holding company that offers traditional community banking services to businesses, Agricultural operators, and consumers, including one-to-four-family residential mortgages. it also offers a variety of loan products including commercial real estate loans, commercial and industrial (C&I) loans, agricultural real estate loans, agricultural operating loans, residential mortgages, home equity lines-of-credit, and consumer loans and offers deposit products through its branches, including demand deposits, various savings and money-market accounts and certificates of deposit. The company's sources of funds are deposits; amortization, prepayments, and maturities of outstanding loans; other short- term investments; and funds provided from operations.

More About Our CZWI ML Model...

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

To train our stocks CZWI 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 CZWI 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 CZWI 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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