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as 11-15-2024 4:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Ironwood Pharmaceuticals is a specialty and generic drug manufacturing company that operates a human therapeutics segment. The company is focused on advancing innovative product opportunities in areas of large unmet need, including irritable bowel syndrome with constipation, chronic idiopathic constipation, hyperuricemia associated with uncontrolled gout, uncontrolled gastroesophageal reflux disease, and vascular and fibrotic diseases. The company considers collaborative licenses, commercial agreements, and acquisition investment to be potential components of its operational growth strategy for expanding its research, development, manufacturing, and marketing capabilities.

More About Our IRWD ML Model...

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

To train our stocks IRWD 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 IRWD 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 IRWD 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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