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as 06-14-2024 4:00pm EST

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Stocks

Finance

Finance: Consumer Services

Nasdaq

LendingTree Inc is a United States-based company that is principally engaged in operating an online loan marketplace. The company provides online tools and resources that can help consumers find loans or other credit-based offerings They need, including mortgage loans, reverse mortgage, home equity, personal loans, auto loans, credit cards, student loans, small business loans, and other related offerings. The company offers consumers direct access to a broad range of lenders. They have three reportable segments which are Home, Consumer, and Insurance. The company generates match fees by matching consumers with lenders, and closing fees from lenders on loans when a transaction is closed. The company operates 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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