# RNN 1st Gen Model FirstEnergy Corporation Electric services

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
0.11%Expected margin
73.61% successful of 72 deals
$ 36.17 Last close price
at 18-oct-2021


Model's trade recommendations 2.40% Return for period

2.16% Annual return

$16.22B Market Cap

β 0.24  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 2.40%
52wk return -15.33%
52wk Range
Sortino ratio 0.28
Sharpe ratio 0.23
Norm. RMSE 0.35%
Downside risk 8.08%
Volatility 0.00%
  • 1.44 (4.23%) Div (Yield)
  • BUY Analysts consensus recommendation

Headquartered in Akron, Ohio, FirstEnergy Corporation is a leading regional energy provider dedicated to safety, operational excellence and responsive customer service. Their subsidiaries are involved in the transmission, distribution and generation of electricity. The company's transmission subsidiaries operate transmission lines connecting the Midwest and Mid-Atlantic regions. FirstEnergy subsidiaries own or control generating capacity from nuclear, coal, natural gas, hydro, wind and solar facilities. FirstEnergy Solutions, their competitive subsidiary, is a retail energy supplier serving residential, commercial and industrial customers in Ohio, Pennsylvania, New Jersey, Maryland, Michigan and Illinois.

Industry sector: Utilities

Sector classification: Electric services

Deep Learning based analysis and prediction model for FirstEnergy Corporation (FE) 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. 30, 2015.

Market data for FE 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 FE.

Model is being retrained on a daily basis.

Float 476M
P/E 11.49
Shares Outstanding 477M
% Held by Insiders 0.27%
% Held by Institutions 78.58%
EPS (last reported FY) $3.07
EPS (last reported Q) $0.67
EPS, estimated (last reported Q) $0.68
Total revenues $14 B
Net income $-2 B