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as 06-18-2024 9:30am EST

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Stocks

Health Care

Medical/Dental Instruments

Nasdaq

iRhythm Technologies Inc is a commercial-stage digital healthcare company redefining the way cardiac arrhythmias are clinically diagnosed by combining wearable biosensing technology with cloud-based data analytics and machine-learning capabilities. The company's portfolio includes ambulatory cardiac monitoring services on a platform, called the Zio service, which combines an easy-to-wear and unobtrusive biosensor that can be worn for several days with powerful proprietary algorithms that distill data from millions of heartbeats into clinically actionable information. The company derived its revenue from the United States.

More About Our IRTC ML Model...

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

To train our stocks IRTC 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 IRTC 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 IRTC 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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