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as 06-20-2024 8:00pm EST

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Stocks

Finance

Major Banks

Nasdaq

Live Oak Bancshares Inc operates as the bank holding company for the Live Oak Banking Company. The company specializes in lending and deposit-related services to small businesses nationwide. The company identifies and extends lending to credit-worthy borrowers both within specific industries, also called verticals, through expertise within those industries, and more broadly to select borrowers outside of those industries. A portion of the loans originated by the Bank are partially guaranteed by the Small Business Administration under the 7(a) Loan Program and the U.S. Department of Agriculture Rural Energy for America Program, Water and Environmental Program, Business and Industry and Community Facilities loan programs.

More About Our LOB ML Model...

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

To train our stocks LOB 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 LOB 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 LOB 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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