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as 04-01-2025 3:41pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Purple Biotech Ltd is a clinical-stage company focused on advancing first-in-class therapies to overcome tumor immune evasion and drug resistance, and to create treatments for people with cancer. Its oncology pipeline includes NT219: A dual inhibitor, small molecule that simultaneously targets Insulin Receptor Substrate 1 and 2 (IRS1/2) and Signal Transducer and Activator of Transcription (STAT3), two survival signal transduction pathways driving the development of cancer drug resistance. and CM24: is a humanized monoclonal antibody designed to block the interactions of Carcinoembryonic Antigen Related Cell Adhesion Molecule 1 (CEACAM1), a glycoprotein that plays a key role in immune regulation, cell adhesion, and tumor progression, CAPTN3.

More About Our PPBT ML Model...

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

To train our stocks PPBT 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 PPBT 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 PPBT 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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