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as 06-20-2024 4:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

IGM Biosciences Inc is a biotechnology company engaged in the development of IgM antibody therapeutics for the treatment of cancer, infectious diseases, and autoimmune and inflammatory diseases. Its IgM antibody technology platform is suited for developing T cell engagers, receptor cross-linking agonists, and targeted cytokines. Its product candidate, Aplitabart: An IgM antibody targeting Death Receptor 5 (DR5) proteins, for the treatment of colorectal cancer; Imvotamab: A bispecific for severe systemic lupus erythematosus (SLE) and one for severe rheumatoid arthritis (RA); and IGM-2644: A bispecific T cell engaging IgM antibody targeting CD38 and CD3 proteins, currently planned for evaluation in autoimmune disease.

More About Our IGMS ML Model...

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

To train our stocks IGMS 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 IGMS 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 IGMS 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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