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as 06-21-2024 4:00pm EST

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Stocks

Consumer Discretionary

Other Specialty Stores

Nasdaq

The RealReal is the largest pure-play luxury resale platform in the us, generating $1.7 billion in 2023 gross merchandise volume and addressing a niche (personal luxury resale) that had previously been serviced by inefficient upscale boutiques and local pawn shops. The company generates revenue via consignment and first-party sales on its online marketplace, and through a small volume of direct sales. With a hands-on approach that actively sources inventory and authenticates every item on its platform, The RealReal is able to justify much higher take rates than peers, working out to roughly 34% of net merchandise value, which excludes returns, cancellations, and first-party sales.

More About Our REAL ML Model...

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

To train our stocks REAL 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 REAL 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 REAL 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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