as of 12-12-2025 3:41pm EST
CMS Energy is an energy holding company with three principal businesses. Its regulated utility, Consumers Energy, provides regulated natural gas service to 1.8 million customers and electric service to 1.9 million customers in Michigan. NorthStar Clean Energy, formerly CMS Enterprises, is engaged in wholesale power generation, including contracted renewable energy. CMS sold EnerBank in October 2021.
Frequently Asked Questions
Learn more about our CMS ML prediction model
What parameters are used to train the CMS ML model?
Our stocks CMS ML model is trained using historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other technical metrics.
How often is the CMS ML model updated?
We update our ML model weekly or biweekly (depending on market capitalization) using TensorFlow, typically over the weekend to ensure the most current predictions.
Why might the model accuracy vary?
Our current data provider offers limited historical data, which can impact accuracy. As we continue to gather more data and add additional indicators, we expect the model's accuracy to improve over time.
How can I contribute data to improve accuracy?
We greatly appreciate contributions! Please contact us at info@finquota.com to discuss how you can help improve our models.
Are shorter timeframe predictions available?
Yes, we offer predictions for strategy purposes with shorter intervals including 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes timeframes.
Should I use this for financial decisions?
Our ML model is designed for educational purposes only and should not be used as the sole basis for financial decisions. Always consult with a qualified financial advisor before making any investment decisions.
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Disclaimer
Our CMS ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"CMS Forecast & Prediction for December 14, 2025 CMS Energy Corporation" 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.