as of 12-12-2025 3:17pm EST
John Hancock Preferred Income Fund is a closed-end, diversified management investment company. Its primary investment objective is to provide a high-level of current income consistent with preservation of capital. The fund's secondary investment objective is to provide growth of capital to the extent consistent with its primary investment objective. It seeks to achieve its investment objectives by investing in securities that may be undervalued relative to similar securities in the marketplace. The fund's principal investment strategies include investing a majority of its assets in preferred stocks and other preferred securities. Its portfolio composition consists of U.S preferred securities, common stocks, foreign preferred securities, corporate bonds, and short-term investments.
Frequently Asked Questions
Learn more about our HPI ML prediction model
What parameters are used to train the HPI ML model?
Our stocks HPI ML model is trained using historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other technical metrics.
How often is the HPI ML model updated?
We update our ML model weekly or biweekly (depending on market capitalization) using TensorFlow, typically over the weekend to ensure the most current predictions.
Why might the model accuracy vary?
Our current data provider offers limited historical data, which can impact accuracy. As we continue to gather more data and add additional indicators, we expect the model's accuracy to improve over time.
How can I contribute data to improve accuracy?
We greatly appreciate contributions! Please contact us at info@finquota.com to discuss how you can help improve our models.
Are shorter timeframe predictions available?
Yes, we offer predictions for strategy purposes with shorter intervals including 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes timeframes.
Should I use this for financial decisions?
Our ML model is designed for educational purposes only and should not be used as the sole basis for financial decisions. Always consult with a qualified financial advisor before making any investment decisions.
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Disclaimer
Our HPI ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"HPI Forecast & Prediction for December 14, 2025 John Hancock Preferred Income Fund of Beneficial Interest" should not be considered as financial advice or as a recommendation to buy or sell stocks. It is provided strictly for educational purposes. Investing in stocks involves significant risks, and decisions should be made only after careful consideration and consultation with a qualified financial advisor.