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as 06-21-2024 4:00pm EST

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Stocks

Energy

Coal Mining

Nasdaq

Peabody Energy Corp is a producer of metallurgical and thermal coal. It also markets and brokers coal, both as principal and agent, and trades coal and freight-related contracts. The company operates in the following segment: Seaborne Thermal, Seaborne Metallurgical, Powder River Basin, Other U.S. Thermal and Corporate and Other. Powder River Basin segment generates the majority of the revenue for the company. A substantial part of its overall revenue is generated from its customers in the United States, and rest from Japan, China, Australia, Taiwan and other regions.

More About Our BTU ML Model...

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

To train our stocks BTU 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 BTU 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 BTU 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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