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as 01-14-2025 4:00pm EST

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Stocks

Finance

Finance/Investors Services

Nasdaq

Franklin Limited Duration Income Trust is a closed-end investment company based in the United States. It conducts its investment to provide high, current income, with a secondary objective of capital appreciation. To align with its investment objective is to invest in a diversified mix of fixed-income securities. Its portfolio is dominated by considerable investments in high-yield corporate bonds while touching upon other avenues such as senior secured floating rate corporate loans, mortgage-backed securities, commercial mortgage-backed securities, asset-backed securities, common stocks, and other short-term investments.

More About Our FTF ML Model...

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

To train our stocks FTF 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 FTF 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 FTF 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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