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# RNN 1st Gen Model Valero Energy Corporation Petroleum refining

Prediction models:
78.18% successful of 55 deals
$ 91.22 Last close price
at 23-mar-2018


Model's trade recommendations No return for period yet

12.40% Annual return

$41.35B Market Cap

β 1.03  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 1.69%
52wk Range
Sortino ratio 2.15
Sharpe ratio 1.25
Norm. RMSE 0.18%
Downside risk 5.48%
Volatility 9.46%
  • 3.20 (3.35%) Div (Yield)
  • BUY Analysts consensus recommendation

Valero Energy Corporation, through its subsidiaries, is an international manufacturer and marketer of transportation fuels and other petrochemical products. Valero, a Fortune 50 company based in San Antonio, Texas, is an independent petroleum refiner and ethanol producer, and its assets include 15 petroleum refineries with a combined throughput capacity of approximately 3.1 million barrels per day and 11 ethanol plants with a combined production capacity of 1.4 billion gallons per year. The petroleum refineries are located in the United States (U.S.), Canada and the United Kingdom (U.K.), and the ethanol plants are located in the Mid-Continent region of the U.S. In addition, Valero owns the 2 percent general partner interest and a majority limited partner interest in Valero Energy Partners LP, a midstream master limited partnership. Valero sells its products in both the wholesale rack and bulk markets, and approximately 7,400 outlets carry Valero's brand names in the U.S., Canada, the U.K. and Ireland.

Industry sector: Oils/Energy

Sector classification: Petroleum refining

Deep Learning based analysis and prediction model for Valero Energy Corporation (VLO) 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 VLO model training are being downloaded from the Quandl premium datasets on a daily basis.

Model is being retrained on a daily basis.

Float 431M
P/E 19.17
Shares Outstanding 433M
% Held by Insiders 0.45%
% Held by Institutions 80.88%
EPS (last reported FY) $4.96
EPS (last reported Q) $1.16
EPS, estimated (last reported Q) $1.06
Total revenues $94 B
Net income $4 B