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as 12-18-2024 4:00pm EST

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Stocks

Finance

Finance: Consumer Services

Nasdaq

Consumer Portfolio Services Inc is a U.S.-based company operating in the specialty finance sector. Its business is to purchase and service retail automobile contracts originated by franchised automobile dealers and, to a lesser extent, by select independent dealers in the United States in the sale of new and used automobiles, light trucks, and passenger vans. Through its automobile contract purchases, the company provides indirect financing to the customers of dealers having limited credit histories, low incomes, or past credit problems, who it refers to as sub-prime customers. It serves as an alternative source of financing for dealers, facilitating sales to customers.

More About Our CPSS ML Model...

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

To train our stocks CPSS 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 CPSS 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 CPSS 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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