CAT
Caterpillar Inc.
as 01-17-2025 4:00pm EST
Caterpillar is the world's leading manufacturer of construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines and diesel-electric locomotives. Its reporting segments are: construction industries (40% sales/47% operating profit, or OP), resource industries (20% sales/19% OP), and energy & transportation (40% sales/34% OP). Market share approaches 20% across many products. Caterpillar operates a captive finance subsidiary to facilitate sales. The firm has global reach (46% US sales/54% ex-US). Construction skews more domestic, while the other divisions are more geographically diversified. An independent network of 156 dealers operates approximately 2,800 facilities, giving Caterpillar reach into about 190 countries for sales and support services.
More About Our CAT ML Model...
What kind of parameters do you use to train CAT stocks ML model?
To train our stocks CAT 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 CAT 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 CAT 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 CAT ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"CAT Forecast & Prediction for January 20, 2025 Caterpillar Inc." 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.