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as 06-14-2024 4:00pm EST

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Stocks

Finance

Finance: Consumer Services

Nasdaq

PennyMac Financial Services Inc is a United States-based financial services company primarily engaged in mortgage lending. The company operates through three segments: production, servicing, and investment management. The company's production and servicing segment together form the mortgage banking business that includes mortgage loan origination, acquisition, and sale activities; while the investment management segment includes investment manager's activities, such as performing diligence, and managing acquired assets. The company generates the majority of revenue from its mortgage banking business.

More About Our PFSI ML Model...

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

To train our stocks PFSI 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 PFSI 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 PFSI 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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