# RNN 1st Gen Model American Airlines Group, Inc. Air transportation, scheduled

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
70.21% successful of 47 deals
$ 19.20 Last close price
at 29-oct-2021


Model's trade recommendations No return for period yet

5.45% Annual return

$19.77B Market Cap

β 0.98  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 15.77%
52wk Range
Sortino ratio 0.54
Sharpe ratio 0.42
Norm. RMSE 1.35%
Downside risk 11.16%
Volatility 0.00%
  • 0.40 (0.95%) Div (Yield)
  • BUY Analysts consensus recommendation

American Airlines Group Inc. operates in the airline industry. The company provides scheduled passenger, freight and mail service primarily in North America, the Caribbean, Latin America, Europe and the Pacific. American Airlines Group Inc. is the holding company for American Airlines and US Airways. American Airlines Group Inc. is based in FORT WORTH TX.

Industry sector: Transportation

Sector classification: Air transportation, scheduled

Deep Learning based analysis and prediction model for American Airlines Group, Inc. (AAL) 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. 2, 2015.

Market data for AAL 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 AAL.

Model is being retrained on a daily basis.

Float 465M
P/E 8.38
Shares Outstanding 468M
% Held by Insiders 0.64%
% Held by Institutions 80.45%
EPS (last reported FY) $4.88
EPS (last reported Q) $0.75
EPS, estimated (last reported Q) $0.74
Total revenues $42 B
Net income $2 B