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as 11-22-2024 4:00pm EST

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Hannon Armstrong Sustainable Infrastructure Capital Inc provides debt and equity financing to the energy markets in the United States. The company focuses on investments in two types of projects: energy-efficiency projects and renewable-energy projects. Energy-efficiency projects reduce the energy use and energy cost of building or facility through the improvement or installation of building components including heat, ventilation, and air conditioning systems; lights; energy controls; roofs; windows; building shells; and heat and power systems. Renewable-energy projects deploy cleaner energy sources such as solar and wind to generate power production. The company also provides financing solutions for other projects to improve energy efficiency and the environment.

More About Our HASI ML Model...

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

To train our stocks HASI 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 HASI 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 HASI 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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