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as 06-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

Restaurants

Nasdaq

Darden Restaurants is the largest restaurant operator in the U.S. full-service space, with consolidated revenue of $10.5 billion in fiscal 2023 resulting in 3%-4% full-service market share (per NRA data and our calculations). The company maintains a portfolio of 10 restaurant brands: Olive Garden, LongHorn Steakhouse, Cheddar's Scratch Kitchen, Ruth's Chris, Yard House, The Capital Grille, Seasons 52, Eddie V's, Bahama Breeze, and The Capital Burger. Darden generates revenue almost exclusively from company-owned restaurants, though a small network of franchised restaurants and consumer-packaged goods sales through the traditional grocery channel contribute modestly. As of the end of its fiscal 2023, the company operated 1,914 restaurants in the U.S.

More About Our DRI ML Model...

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

To train our stocks DRI 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 DRI 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 DRI 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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