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as 06-20-2024 4:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Zentalis Pharmaceuticals Inc is a clinical-stage biopharmaceutical company focused on discovering and developing small molecule therapeutics targeting fundamental biological pathways of cancers. It uses a drug discovery engine, which it refers to as an Integrated Discovery Engine, to identify targets and develop small molecule new chemical entities, or NCEs, with properties that it believes could result in potentially differentiated product profiles. It has two lead product candidates under pipeline: ZN-c5, for the treatment of advanced estrogen receptor-positive, human epidermal growth factor receptor 2-negative, or ER+/HER2-, advanced or metastatic breast cancer; and ZN-c3, for the treatment of advanced solid tumors as monotherapy and ovarian cancer.

More About Our ZNTL ML Model...

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

To train our stocks ZNTL 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 ZNTL 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 ZNTL 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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