# RNN 1st Gen Model Kansas City Southern Railroads, line-haul operating

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
0.59%Expected margin
77.05% successful of 61 deals
$ 297.41 Last close price
at 18-oct-2021


Model's trade recommendations 1.71% Return for period

17.00% Annual return

$10.94B Market Cap

β 0.79  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.71%
52wk return 15.07%
52wk Range
Sortino ratio 1.48
Sharpe ratio 1.04
Norm. RMSE 0.58%
Downside risk 11.29%
Volatility 0.00%
  • 1.44 (1.35%) Div (Yield)
  • BUY Analysts consensus recommendation

Kansas City Southern is a transportation holding company with two primary subsidiaries. The Kansas City Southern Railway Company, is one of seven Class I railroads operating in the United States. Kansas City Southern de M?xico, SA. de C.V. is one of three large regional railroads in Mexico. KCS also owns 50% of the Panama Canal Railway Company in Panama. The combined North American rail network comprises approximately 6,000 miles of rail lines that link commercial and industrial markets in the United States and Mexico.

Industry sector: Transportation

Sector classification: Railroads, line-haul operating

Deep Learning based analysis and prediction model for Kansas City Southern (KSU) 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 KSU 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 KSU.

Model is being retrained on a daily basis.

Float 102M
P/E 19.89
Shares Outstanding 103M
% Held by Insiders 0.70%
% Held by Institutions 88.35%
EPS (last reported FY) $5.25
EPS (last reported Q) $1.30
EPS, estimated (last reported Q) $1.35
Total revenues $3 B
Net income $1 B