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as 06-18-2024 9:30am EST

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Stocks

Finance

Property-Casualty Insurers

Nasdaq

CNA Financial Corporation (CNAF) is an insurance holding company that provides commercial property and casualty insurance. The company operates under five segments: Specialty, Commercial and International being its core business and two segments for its non-core businesses, which are Life and Group and Corporate and Other. CNAF, through its segments, provides professional, financial, specialty property and casualty products to small businesses and medium scale organizations. It has its business spread across Continental Europe, United Kingdom, and Canada. The majority of the revenues are generated from the Specialty and Commercial segment of the business.

More About Our CNA ML Model...

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

To train our stocks CNA 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 CNA 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 CNA 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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