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as 12-20-2024 3:44pm EST

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Stocks

Technology

Semiconductors

Nasdaq

Valens Semiconductor Ltd is a provider of semiconductor products, pushing the boundaries of connectivity by enabling long-reach, high-speed video, and data transmission for the audio-video and automotive industries. It operates in two segments: Audio-Video, which includes the company's HDBaseT solutions for the Audio-Video market deliver superior, plug-and-play convergence and distribution of different interfaces, through a single long-distance category cable; and Automotive segment products enable safe and resilient high-speed in-vehicle connectivity for car architectures, realizing the vision of connected and autonomous cars. The company's geographical revenue is derived from Hungary.

More About Our VLN ML Model...

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

To train our stocks VLN 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 VLN 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 VLN 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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