# RNN 1st Gen Model Dover Corporation Construction, mining, & materials handling machinery & equipment

Stock predictor AI models:
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May 3, 2018
1.96%Expected margin
71.74% successful of 46 deals
$ 166.79 Last close price
at 18-oct-2021


Model's trade recommendations 1.49% Return for period

5.30% Annual return

$13.89B Market Cap

β 1.32  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.49%
52wk return 13.05%
52wk Range
Sortino ratio 0.91
Sharpe ratio 0.70
Norm. RMSE 0.71%
Downside risk 5.60%
Volatility 0.00%
  • 1.88 (2.09%) Div (Yield)
  • BUY Analysts consensus recommendation

Dover is a diversified global manufacturer. They deliver innovative equipment and components, specialty systems and support services through four major operating segments: Energy, Engineered Systems, Fluids & Refrigeration & Food Equipment. Dover combines global scale with operational agility to lead the markets they serve. Recognized for their entrepreneurial approach for over 60 years, their team of over 29,000 employees takes an ownership mindset, collaborating with customers to redefine what's possible. Headquartered in Downers Grove, Illinois, Dover trades on the New York Stock Exchange under `DOV.`

Industry sector: Industrial Products

Sector classification: Construction, mining, & materials handling machinery & equipment

Deep Learning based analysis and prediction model for Dover Corporation (DOV) 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 DOV 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 DOV.

Model is being retrained on a daily basis.

Float 151M
P/E 19.99
Shares Outstanding 155M
% Held by Insiders 2.50%
% Held by Institutions 88.13%
EPS (last reported FY) $4.03
EPS (last reported Q) $1.16
EPS, estimated (last reported Q) $1.13
Total revenues $8 B
Net income $1 B