# RNN 1st Gen Model U.S. Bancorp National commercial banks

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
1.04%Expected margin
80.49% successful of 41 deals
$ 60.58 Last close price
at 18-oct-2021


Model's trade recommendations -0.20% Return for period

2.77% Annual return

$82.36B Market Cap

β 0.95  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -0.20%
52wk return -3.47%
52wk Range
Sortino ratio 0.45
Sharpe ratio 0.40
Norm. RMSE 0.52%
Downside risk 5.84%
Volatility 0.00%
  • 1.20 (2.41%) Div (Yield)
  • BUY Analysts consensus recommendation

Minneapolis-based U.S. Bancorp, is the parent company of U.S. Bank National Association, the fifth largest commercial bank in the United States. The Company operates 3,072 banking offices in 25 states and 4,801 ATMs and provides a comprehensive line of banking, investment, mortgage, trust and payment services products to consumers, businesses and institutions.

Industry sector: Finance

Sector classification: National commercial banks

Deep Learning based analysis and prediction model for U.S. Bancorp (USB) 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 USB 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 USB.

Model is being retrained on a daily basis.

Float 1645M
P/E 14.01
Shares Outstanding 1652M
% Held by Insiders 0.43%
% Held by Institutions 74.12%
EPS (last reported FY) $3.42
EPS (last reported Q) $0.95
EPS, estimated (last reported Q) $0.94
Total revenues $24 B
Net income $6 B