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as 06-21-2024 4:00pm EST

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Finance

Investment Bankers/Brokers/Service

Nasdaq

BGC Group Inc is a brokerage and financial technology company that serves the global financial markets, energy and commodities markets. Its service and product offerings include brokerage for a wide range of financial products including fixed income, equities, commodities, derivatives, and real estate, software solutions for trading platforms, clearing, trade execution, and other back-office services. Its clients mostly include banks, financial institutions and corporate clients. BGC operates in one reportable segment, which is providing brokerage services. Geographically the company generates revenue from Asia, Other Europe/MEA, France, Other Americas with the majority of its revenue coming from United Kingdom followed by the United States.

More About Our BGC ML Model...

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

To train our stocks BGC 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 BGC 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 BGC 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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