# RNN 1st Gen Model United Rentals, Inc. Equipment rental & leasing, not elsewhere classified

Stock predictor AI models:
56.90% successful of 58 deals
$ 379.11 Last close price
at 29-oct-2021


Model's trade recommendations 6.79% Return for period

-6.12% Annual return

$12.48B Market Cap

β 2.56  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 6.79%
52wk return -13.89%
52wk Range
Sortino ratio -0.28
Sharpe ratio -0.24
Norm. RMSE 1.78%
Downside risk 16.50%
Volatility 0.00%
  • BUY Analysts consensus recommendation

United Rentals, Inc. rent equipment to a diverse customer base that includes construction and industrial companies, manufacturers, utilities, municipalities, homeowners and government entities in the United States and Canada. The Company offers approximately 3,300 classes of equipment for rent. In addition to renting equipment, it sells new and used rental equipment, as well as related contractor supplies, parts and service. Following the acquisition of Neff Corporation, the company has an integrated network of 1,019 rental locations in 49 states and every Canadian province. United Rentals is a member of the Standard & Poor's 500 Index, the Barron's 400 Index and the Russell 3000 Index. The Company's general rentals segment includes the rental of general construction and industrial equipment, such as Towable Air Compressors, Boom Lifts, Skid Steer Track Loaders, Portable Generators, Scissor Lifts, Towable Light Towers, Reach Forklifts, Heaters, Vertical Lifts, Backhoes, Compact Mini Excavators, and Welders.

Industry sector: Construction

Sector classification: Equipment rental & leasing, not elsewhere classified

Deep Learning based analysis and prediction model for United Rentals, Inc. (URI) 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 Oct. 22, 2015.

Market data for URI 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 URI.

Model is being retrained on a daily basis.

Float 83M
P/E 12.62
Shares Outstanding 84M
% Held by Insiders 1.00%
% Held by Institutions 90.30%
EPS (last reported FY) $10.59
EPS (last reported Q) $2.87
EPS, estimated (last reported Q) $2.38
Total revenues $7 B
Net income $1 B