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as 12-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

RETAIL: Building Materials

Nasdaq

Lowe's is the second-largest home improvement retailer in the world, operating more than 1,700 stores in the United States, after the 2023 divestiture of its Canadian locations (RONA, Lowe's Canada, Réno-Dépôt, and Dick's Lumber). The firm's stores offer products and services for home decorating, maintenance, repair, and remodeling, with maintenance and repair accounting for two thirds of products sold. Lowe's targets retail do-it-yourself (around 75% of sales) and do-it-for-me customers as well as commercial and professional business clients (around 25% of sales). We estimate Lowe's captures a high-single-digit share of the domestic home improvement market, based on US Census data and management's market size estimates.

More About Our LOW ML Model...

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

To train our stocks LOW 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 LOW 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 LOW 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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