TREE
LendingTree Inc.
as 04-18-2025 1:44pm EST
LendingTree Inc. is a U.S.-based company that mainly operates an online loan marketplace. The company offers online tools and resources to help consumers find loans or other credit-based products, including mortgage loans, reverse mortgages, home equity loans, personal loans, auto loans, credit cards, student loans, small business loans, and various related products. It provides consumers with direct access to a wide array of lenders. The company has three reportable segments: Home, Consumer, and Insurance. It generates match fees by connecting consumers with lenders and closing fees from lenders when a transaction is finalized. The company conducts business solely in the United States.
More About Our TREE ML Model...
What kind of parameters do you use to train TREE stocks ML model?
To train our stocks TREE 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 TREE 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 TREE 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 TREE ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"TREE Forecast & Prediction for April 19, 2025 LendingTree 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.