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as 07-03-2025 9:58am EST

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Industrials

Metal Fabrications

Nasdaq

The Timken Co designs and manages a portfolio of engineered bearings and industrial motion products, and provides related services. The Company sells products and services to customers in the following market sectors: industrial distribution, renewable energy, automation, automotive original equipment (OE), agriculture/turf, rail, aerospace, auto/truck aftermarket, construction, etc. The company has two reportable segment: The Engineered Bearings portfolio features bearings with precision tolerances, proprietary internal geometries and quality materials. The Industrial Motion portfolio features products such as drives, breathers, seals, automatic lubrication systems, linear motion products, chain, belts, couplings, etc. Key revenue is generated from Engineered Bearings.

More About Our TKR ML Model...

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

To train our stocks TKR 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 TKR 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 TKR 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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