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as 06-21-2024 4:00pm EST

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CarGurus Inc is a company that acts as an online automotive marketplace connecting buyers and sellers of new and used cars. The company provides three types of marketplace Listing products, Restricted Listings, and Enhanced or Featured Listing through which it offers real-time and historical data analyzing the connections and pricing analysis. The listing platforms offer auto manufacturers and others to buy advertising on the company's site and target consumers based on the make, model, and zip code of the cars. The company operates through two segments namely U.S. Marketplace and Digital Wholesale. It generates majority of revenue from the U.S. Marketplace.

More About Our CARG ML Model...

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

To train our stocks CARG 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 CARG 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 CARG 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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