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as 06-13-2024 4:00pm EST

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Cathay General Bancorp is a regional bank predominantly serving the Chinese-American community. The company's policy is to reach out and actively offer services to low-to-moderate income groups in the delineated branch service areas. It predominantly provides services such as checking and deposit, lines of credits, commercial and commercial real estate loans, merchant services and payment processing, treasury management services, international banking and financing services, and other customary banking services to individuals, professionals, and small to medium-sized businesses. Through its Wealth Management unit, the company also offers investment products and services, such as stocks, bonds, mutual funds, insurance, annuities, and advisory services.

More About Our CATY ML Model...

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

To train our stocks CATY 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 CATY 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 CATY 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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