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as 06-21-2024 4:00pm EST

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Stocks

Industrials

Industrial Machinery/Components

Nasdaq

Illinois Tool Works is a diversified global manufacturer that produces specialized industrial equipment, consumables, and related services. The firm operates 84 global divisions through seven distinct operating segments: automotive OEM, construction products, food equipment, specialty products, test/measurement and electronics, polymers and fluids, and welding. About half of its revenue comes from its operations in North America, with the remainder originating from international markets. Europe, the Middle East, and Africa is the next largest contributor at about 25% of revenue. ITW takes a bottom-up and decentralized approach to portfolio management, with the exception that each segment must apply its 80/20 operating process modeled on the Pareto principle.

More About Our ITW ML Model...

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

To train our stocks ITW 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 ITW 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 ITW 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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