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as 06-14-2024 4:00pm EST

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Stocks

Health Care

Medical Specialities

Nasdaq

Trupanion Inc is a specialty insurance products provider in the United States. Its core business is the sale of insurance products tailor-made for pets, especially cats and dogs. It operates in two business segments: The subscription business segment generates revenue primarily from subscription fees related to the Company's direct-to-consumer products and Other business segment is comprised of revenue from other product offerings that generally have a business-to-business relationship and a different margin profile than subscription business segment, including revenue from writing policies on behalf of third parties and revenue from other products and software solutions.

More About Our TRUP ML Model...

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

To train our stocks TRUP 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 TRUP 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 TRUP 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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