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

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
0.41%Expected margin
80.00% successful of 55 deals
$ 239.84 Last close price
at 29-oct-2021


Model's trade recommendations 3.28% Return for period

13.54% Annual return

$24.08B Market Cap

β 1.24  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 3.28%
52wk return 8.90%
52wk Range
Sortino ratio 2.17
Sharpe ratio 1.28
Norm. RMSE 0.85%
Downside risk 5.93%
Volatility 0.00%
  • 4.32 (2.96%) Div (Yield)
  • HOLD 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.
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 CMI.

Model is being retrained on a daily basis.

Float 165M
P/E 12.63
Shares Outstanding 165M
% Held by Insiders 0.62%
% Held by Institutions 83.56%
EPS (last reported FY) $10.62
EPS (last reported Q) $3.30
EPS, estimated (last reported Q) $2.91
Total revenues $20 B
Net income $1 B