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as 04-23-2025 4:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Lipocine Inc is a clinical-stage biopharmaceutical company, that is engaged in research and development for the delivery of drugs using its proprietary delivery technology. Its principal operation is to provide oral delivery solutions for existing drugs. Lipocine develops its drug candidates or it develops drug candidates on behalf of or in collaboration with corporate partners. The company's product TLANDO is an oral testosterone replacement therapy ("TRT"). It also has other products in the pipeline such as LPCN 1144, TLANDO, TLANDO XR, LPCN 1148, LPCN 1107, LPCN 1154, and LIP'RAL7 Technology. The Company has a single reportable segment, research, and development for the delivery of drugs using its proprietary delivery technology.

More About Our LPCN ML Model...

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

To train our stocks LPCN 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 LPCN 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 LPCN 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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