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Logo Toast Inc.

TOST

Toast Inc.

as 06-21-2024 4:00pm EST

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Stocks

Technology

EDP Services

Nasdaq

Toast is a us-based restaurant technology company that provides point-of-sale, payment processing, and various software services to 112,000 restaurant locations across the United States at the end of March 2024. The firm generates sales from software subscription fees, as a percentage take rate from each financial transaction it processes, from loan origination and servicing fees from its Toast Capital arm, and from hardware installation and professional services. Unlike competitors, Toast intermediates every payment transaction on its platform, processing some $126 billion in gross platform volume in 2023. The firm's product offerings span point-of-sale systems, inventory and payroll management, delivery integration, e-commerce ordering, reservation management, and loyalty programs.

More About Our TOST ML Model...

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

To train our stocks TOST 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 TOST 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 TOST 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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