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as 12-27-2024 1:33pm EST

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Canadian Pacific Kansas City is a Class-1 railroad operating on track that spans across most of Canada and into parts of the Midwestern and Northeastern United States. Following the April 2023 Kansas City Southern merger, CP operates new single-line-haul services from Canada and the Upper Midwest down through Texas, the Gulf of Mexico, and into Mexico. It also hauls cross border and intra Mexico freight via operating concessions on roughly 3,300 miles of rail in Mexico. CP hauls shipments of grain, intermodal containers, energy products (like crude and frac sand), chemicals, plastics, coal, fertilizer and potash, automotive products, and a diverse mix of other merchandise.

More About Our CP ML Model...

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

To train our stocks CP 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 CP 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 CP 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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