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as 06-21-2024 10:33am EST

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Nasdaq

Sonic Automotive is one of the largest auto dealership groups in the United States. The company has 108 franchised stores in 18 states, primarily in metropolitan areas in California, Texas, and the Southeast, plus 25 EchoPark used-vehicle stores, 16 collision centers, and 13 powersports locations. The franchise stores derive revenue from new and used vehicles plus parts and collision repair, finance, insurance, and wholesale auctions. Luxury and import dealerships make up about 86% of franchise new-vehicle revenue, while Honda, BMW, Mercedes, and Toyota constitute about 58% of new-vehicle revenue. BMW is the largest brand at about 25%. 2023's revenue was $14.4 billion, with EchoPark's portion totaling $2.4 billion. Sonic bought RFJ Auto in December 2021, which added $3.2 billion in sales.

More About Our SAH ML Model...

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

To train our stocks SAH 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 SAH 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 SAH 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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