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as 11-15-2024 3:36pm EST

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Jefferies Financial Group Inc is a diversified financial services company. It has two reportable segments; Investment Banking and Capital Markets which is also the majority revenue generating segment, includes securities, commodities, corporate lending, futures and foreign exchange capital markets activities and its investment banking business, which provides underwriting and financial advisory services to clients across different sectors. The Asset Management reportable business segment provides alternative investment management services to investors in the U.S. and overseas and generates investment income from capital invested in and managed by it or its affiliated asset managers.

More About Our JEF ML Model...

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

To train our stocks JEF 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 JEF 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 JEF 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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