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as 12-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

Broadcasting

Nasdaq

Cumulus Media Inc is an audio-first media company delivering content to over a quarter billion people every month wherever and whenever required. It is a radio broadcasting company combining high-quality local programming with iconic, nationally syndicated media, sports, and entertainment brands to deliver premium content choices to its customers and radio stations affiliated with Westwood One network and numerous digital channels. The company's revenue is derived mainly from the sale of local, regional, and national advertising which is broadcast on its radio stations.

More About Our CMLS ML Model...

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

To train our stocks CMLS 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 CMLS 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 CMLS 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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