as 12-18-2024 10:43am EST
Tower Semiconductor Ltd is a pure-play specialty foundry that manufactures semiconductors. As a pure-play foundry, it focuses on producing integrated circuits (ICs), based on the design specifications of customers. The company's line of integrated circuits is incorporated into a range of products and markets, including consumer electronics, personal computers, communications, automotive, and industrial and medical device products. Tower produces ICs alongside wholly-owned subsidiaries through fabrication facilities located in Japan. As a complement to its technology offerings, Tower offers services that enable a quick and accurate design cycle. To further assist customers with design and technical support, an integrated team helps clients through the manufacturing cycle.
More About Our TSEM ML Model...
What kind of parameters do you use to train TSEM stocks ML model?
To train our stocks TSEM 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 TSEM 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 TSEM 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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Disclaimer
Our TSEM ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"TSEM Forecast & Prediction for December 18, 2024 Tower Semiconductor Ltd." should not be considered as financial advice or as a recommendation to buy or sell stocks. It is provided strictly for educational purposes. Investing in stocks involves significant risks, and decisions should be made only after careful consideration and consultation with a qualified financial advisor.