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as 06-21-2024 4:00pm EST

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Stocks

Finance

Finance: Consumer Services

Nasdaq

Pagaya Technologies Ltd is a financial technology company working to reshape the lending marketplace by using machine learning, big data analytics, and sophisticated AI-driven credit and analysis technology. It was built to provide a comprehensive solution to enable the credit industry to deliver customers a positive experience while simultaneously enhancing the broader credit ecosystem. Its proprietary API seamlessly integrates into its next-gen infrastructure network of partners to deliver a premium customer user experience and greater access to credit. The company generates majority of its revenue from United States.

More About Our PGY ML Model...

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

To train our stocks PGY 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 PGY 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 PGY 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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