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as 06-20-2024 8:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Silence Therapeutics PLC is a biotechnology company focused on discovering and developing novel molecules incorporating short-interfering ribonucleic acid. its pipeline products are; SLN360 therapy designed to temporarily block a specific gene's message that would otherwise trigger an unwanted effect. By silencing the LPA gene, the levels of Lp(a) are lowered, which in turn is expected to lower the risks of heart diseases, heart attacks, and strokes, and SLN124 therapy aims to temporarily silence TMPRSS6, a gene that prevents the liver from producing a particular hormone that controls iron levels in the body hepcidin. As hepcidin increases, iron levels in the blood are expected to decrease, which may increase the production of healthy red blood cells, thereby reducing anemia.

More About Our SLN ML Model...

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

To train our stocks SLN 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 SLN 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 SLN 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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