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

Prediction models:
75.86% successful of 58 deals
$ 108.82 Last close price
at 23-feb-2018


Model's trade recommendations 5.39% Return for period

14.53% Annual return

$11.13B Market Cap

β 0.83  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 5.39%
52wk return 9.47%
52wk Range
Sortino ratio 1.25
Sharpe ratio 0.89
Norm. RMSE 0.54%
Downside risk 11.72%
Volatility 16.31%
  • 1.44 (1.33%) 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.

Model is being retrained on a daily basis.

Float 102M
P/E 20.65
Shares Outstanding 103M
% Held by Insiders 0.95%
% Held by Institutions 83.75%
EPS (last reported FY) $5.25
EPS (last reported Q) $1.38
EPS, estimated (last reported Q) $1.36
Total revenues $3 B
Net income $1 B