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Grupo Aval Acciones y Valores SA is a Colombian financial services company. Its segments include: Banking Services segment comprises Banking Services, fund management and trust businesses, storage companies and entities that manage low-value payment systems. Merchant Banking segment comprises Financial Sector (trust and brokerage), Gas and Energy Sector (includes natural gas and energy transportation and distribution businesses), Infrastructure Sector (includes road infrastructure projects, construction services, and operation and maintenance), Hotel Sector (includes hospitality services), Agribusiness Sector (includes palm oil, rubber and rice businesses). Pension and Severance Fund Management" segment comprise administrator of pension and severance funds; and Holding segment.

More About Our AVAL ML Model...

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

To train our stocks AVAL 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 AVAL 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 AVAL 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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