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as 06-20-2024 4:00pm EST

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Stocks

Nasdaq

Maplebear (Instacart) operates a leading grocery delivery platform in the United States and Canada. The firm partners with various regional and national grocers, which offer their selection of food and other goods to customers through Instacart's ubiquitous platform. Once an item is ordered through Instacart's site, the item is picked and delivered to the customer's home by one of the platform's 600,000 shoppers, who are classified as independent contractors. Instacart collects fees based on average order value and leverages its platform's high usage to sell advertising, mainly to consumer-packaged goods companies. Instacart currently has nearly 8 million monthly active users (or orderers) on its platform.

More About Our CART ML Model...

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

To train our stocks CART 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 CART 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 CART 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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