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as 07-09-2025 3:30pm EST

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Stocks

Energy

Coal Mining

Nasdaq

American Resources Corp constructs and/or purchases and manages a chain of combined gasoline, diesel and natural gas (NG) fueling and service stations; construct conversion factories to convert NG to liquefied natural gas (LNG) and compressed natural gas (CNG); and construct conversion factories to retrofit vehicles currently using gasoline or diesel fuel to also run on NG in the United States and also to build a convenience store to serve its customers in each of its locations. Its segments are AIC focused on the extraction, processing, transportation, and distribution of coal for a variety of industries, with a focus on metallurgical quality coal to the steel industry; RLMT; and EMC.

More About Our AREC ML Model...

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

To train our stocks AREC 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 AREC 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 AREC 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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