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as 11-21-2024 11:35am EST

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ICICI Bank Ltd provides banking services. The company's operating segments include Retail Banking; Wholesale Banking; Treasury, Life insurance, Other Banking Business, and Others. The company generates maximum revenue from the Retail Banking segment which includes exposures of the Bank, which satisfy the four qualifying criteria of a regulatory retail portfolio as stipulated by RBI guidelines on the Basel III framework as well as includes income from credit cards, debit cards, third party product distribution, and the associated costs. Geographical segments include Domestic operations and Foreign operations. The company generates the majority of its revenue from the domestic operations.

More About Our IBN ML Model...

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

To train our stocks IBN 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 IBN 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 IBN 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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