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# RNN 1st Gen Model Cummins Inc. Engines & turbines

Prediction models:
Subscribe >> Deal exit on
March 26, 2018
Deal entry on
March 26, 2018
3.27%Expected margin
80.39% successful of 51 deals
$ 155.42 Last close price
at 23-mar-2018


Model's trade recommendations 0.43% Return for period

12.40% Annual return

$26.75B Market Cap

β 1.19  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 0.43%
52wk return 10.27%
52wk Range
Sortino ratio 1.96
Sharpe ratio 1.17
Norm. RMSE 0.42%
Downside risk 6.06%
Volatility 10.12%
  • 4.32 (2.68%) Div (Yield)
  • BUY Analysts consensus recommendation

Cummins Inc., a global power leader, is a corporation of complementary business units that design, manufacture, distribute and service diesel and natural gas engines and related technologies, including fuel systems, controls, air handling, filtration, emissions solutions and electrical power generation systems. Cummins Inc. is organized into four distinct but complementary business segments: Engine Segment, Power Systems Segment, Components Segment and Distribution Segment. The Components Segment consists of four businesses with key technologies for delivering integrated solutions: Cummins Filtration, Cummins Turbo Technologies, Cummins Emission Solutions and Cummins Electronics and Fuel Systems. Cummins Inc. designs, manufactures, sells and services diesel and alternative fuel engines from 2.8 to 95 liters, diesel and alternative-fueled electrical generator sets from 2.5 to 3,500 kW, as well as related components and technology. Cummins Inc., is headquartered in Columbus, Indiana (USA).

Industry sector: Auto/Tires/Trucks

Sector classification: Engines & turbines

Deep Learning based analysis and prediction model for Cummins Inc. (CMI) 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 CMI model training are being downloaded from the Quandl premium datasets on a daily basis.

Model is being retrained on a daily basis.

Float 165M
P/E 15.19
Shares Outstanding 166M
% Held by Insiders 0.62%
% Held by Institutions 84.16%
EPS (last reported FY) $10.62
EPS (last reported Q) $3.03
EPS, estimated (last reported Q) $2.65
Total revenues $20 B
Net income $1 B