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as 06-13-2024 4:00pm EST

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Stocks

Consumer Staples

Packaged Foods

Nasdaq

Freshpet produces and sells premium fresh pet food through its company-owned refrigerators placed in grocery, mass and club, pet specialty, and natural stores. The former two store types accounted for 89% of 2023 sales, with grocery stores representing the primary driver of footprint growth. Freshpet primarily targets dogs (92% of 2022 sales), with cats and treats comprising the rest of its sales. Geographically, the company's home US market, where all its food is produced, accounts for about 96% of sales, with exports to Canada, the United Kingdom, and other European countries accounting for the remaining balance.

More About Our FRPT ML Model...

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

To train our stocks FRPT 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 FRPT 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 FRPT 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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