# RNN 1st Gen Model Marathon Petroleum Corporation Petroleum refining

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
4.86%Expected margin
68.66% successful of 67 deals
$ 66.40 Last close price
at 18-oct-2021


Model's trade recommendations 1.94% Return for period

3.35% Annual return

$35.03B Market Cap

β 1.36  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.94%
52wk return 6.27%
52wk Range
Sortino ratio 0.38
Sharpe ratio 0.30
Norm. RMSE 0.74%
Downside risk 9.81%
Volatility 0.00%
  • 1.84 (2.43%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

Marathon Petroleum Corporation is engaged in refining, transporting, and marketing of petroleum products. Marathon Petroleum Corporation is headquartered in Findlay, Ohio.

Industry sector: Oils/Energy

Sector classification: Petroleum refining

Deep Learning based analysis and prediction model for Marathon Petroleum Corporation (MPC) 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 MPC 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 MPC.

Model is being retrained on a daily basis.

Float 471M
P/E 19.30
Shares Outstanding 462M
% Held by Insiders 1.09%
% Held by Institutions 80.33%
EPS (last reported FY) $3.80
EPS (last reported Q) $0.08
EPS, estimated (last reported Q) $0.14
Total revenues $75 B
Net income $3 B