# RNN 2nd Gen Model American Electric Power Company, Inc. Electric services

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
18.63%Expected margin
81.82% successful of 22 deals
$ 84.71 Last close price
at 29-oct-2021


Model's trade recommendations No return for period yet

1.16% Annual return

$34.08B Market Cap

β 0.16  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return
52wk Range
Sortino ratio 0.40
Sharpe ratio 0.32
Norm. RMSE 18.08%
Downside risk 2.18%
Volatility 0.00%
  • 2.48 (3.58%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

American Electric Power Company, Inc. is one of the largest investor-owned electric public utility holding companies in the United States. AEP's electric utility operating companies provide generation, transmission and distribution services to the retail customers in Arkansas, Indiana, Kentucky, Louisiana, Michigan, Ohio, Oklahoma, Tennessee, Texas, Virginia and West Virginia.

Industry sector: Utilities

Sector classification: Electric services

Deep Learning based analysis and prediction model for American Electric Power Company, Inc. (AEP) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 2, 2015.

Market data for AEP 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 AEP.

Model is being retrained on a regular basis.

Float 492M
P/E 18.90
Shares Outstanding 493M
% Held by Insiders 0.16%
% Held by Institutions 71.97%
EPS (last reported FY) $3.68
EPS (last reported Q) $0.96
EPS, estimated (last reported Q) $0.99
Total revenues $15 B
Net income $2 B