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First Trust Inter Dur Pref& Income Fund is a diversified, closed-end management investment company. Its primary investment objective is to seek a high level of current income. Further, it has a secondary objective of capital appreciation. The Fund invests in the traditional preferred securities, hybrid preferred securities, floating rate & fixed-to-floating rate preferred securities, debt securities, convertible securities, and contingent convertible securities issued by U.S. and non-U.S. companies. Its investment portfolio includes industries such as Banks, Insurance, Capital Markets, Electric Utilities, Oil, Gas & Consumable Fuels, Food Products, and others.

More About Our FPF ML Model...

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

To train our stocks FPF 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 FPF 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 FPF 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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