# RNN 1st Gen Model Home Depot, Inc. Lumber & other building materials

Stock predictor AI models:
80.82% successful of 73 deals
$ 355.01 Last close price
at 18-oct-2021


Model's trade recommendations 1.00% Return for period

4.47% Annual return

$369.81B Market Cap

β 0.99  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.00%
52wk return 1.77%
52wk Range
Sortino ratio 0.65
Sharpe ratio 0.57
Norm. RMSE 0.64%
Downside risk 6.64%
Volatility 0.00%
  • 6.60 (1.88%) Div (Yield)
  • BUY Analysts consensus recommendation

The Home Depot is the world's largest home improvement retailer. The Home Depot sells a wide assortment of building materials, home improvement products and lawn and garden products and provides a number of services.

Industry sector: Retail/Wholesale

Sector classification: Lumber & other building materials

Deep Learning based analysis and prediction model for Home Depot, Inc. (HD) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Sept. 10, 2014.

Market data for HD model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for HD.

Model is being retrained on a daily basis.

Float 1053M
P/E 24.49
Shares Outstanding 1055M
% Held by Insiders 0.18%
% Held by Institutions 68.97%
EPS (last reported FY) $12.03
EPS (last reported Q) $4.53
EPS, estimated (last reported Q) $4.43
Total revenues $132 B
Net income $13 B