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as 12-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

Catalog/Specialty Distribution

Nasdaq

LightInTheBox Holding Co Ltd is an online retail company delivering products directly to consumers across the world. It provides apparel products including customized, special occasion and fast fashion apparel products; and other general merchandise products, such as accessories and gadgets, home and garden products, electronics and communication devices, and other products. The company is engaged in product sales which consisted of online retailing of consumer products. It also provides services which consisted of the provision of logistic services to e-commerce retailers and small businesses. Geographically, it operates in Europe which is the key revenue driver, North America, and other countries.

More About Our LITB ML Model...

What kind of parameters do you use to train LITB stocks ML model?

To train our stocks LITB 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 LITB 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 LITB 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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