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as 12-27-2024 9:50am EST

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FirstCash Holdings Inc operates pawn stores in the United States and Latin America. Its primary business involves making small loans secured by personal property. The the company has three reportable segments: U.S. pawn; Latin America pawn; and Retail POS payment solutions (AFF). It derives majority revenue from U.S. Pawn segment. These pawn loans give the borrower the option of either repaying the loans with interest or forfeiting the property without further penalty. Close to 30% of total company revenue comes from interest earned on the loans. Close to 70% of total revenue comes from reselling forfeited property in the company's retail stores.

More About Our FCFS ML Model...

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

To train our stocks FCFS 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 FCFS 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 FCFS 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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