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as 06-21-2024 4:00pm EST

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Stocks

Technology

Computer Software: Programming Data Processing

Nasdaq

Similarweb Ltd provides a platform for digital intelligence, delivering a trusted, comprehensive, and detailed view of the digital world that empowers customers to accelerate their growth and become more competitive in the markets. Its proprietary technology analyzes billions of digital interactions and transactions every day from millions of websites and apps and turns these digital signals into actionable insights. The company generates revenues mainly from SaaS subscriptions, which comprise subscription fees from customers utilizing cloud-based digital intelligence solutions and other subscription-based solutions. Geographically, the majority of its revenue is derived from the United States and rest from Israel, United Kingdom, Europe, Asia Pacific and other regions.

More About Our SMWB ML Model...

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

To train our stocks SMWB 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 SMWB 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 SMWB 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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