# RNN 1st Gen Model Ingersoll-Rand plc Environmental controls

Stock predictor AI models:
80.00% successful of 60 deals
$ 52.92 Last close price
at 18-oct-2021


Model's trade recommendations 1.67% Return for period

8.23% Annual return

$21.13B Market Cap

β 1.35  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.67%
52wk return 11.10%
52wk Range
Sortino ratio 0.89
Sharpe ratio 0.72
Norm. RMSE 0.42%
Downside risk 9.34%
Volatility 0.00%
  • 1.80 (2.11%) Div (Yield)
  • BUY Analysts consensus recommendation

Ingersoll-Rand PLC is a diversified industrial manufacturer with market-leading brands serving customers in global commercial, industrial and residential markets. They heat, cool and automate homes and buildings; enhance commercial and industrial productivity; keep transported food and perishables safe and fresh; and deliver fun, efficient and reliable transportation solutions. Diversity, engagement and teamwork drive innovation and fuel their passion for exceeding customer expectations. Together with principled leadership and ethical business practices, their high-engagement culture delivers enduring results that lead to a sustainable world.

Industry sector: Industrial Products

Sector classification: Environmental controls

Deep Learning based analysis and prediction model for Ingersoll-Rand plc (IR) 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 IR 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 IR.

Model is being retrained on a daily basis.

Float 246M
P/E 18.33
Shares Outstanding 248M
% Held by Insiders 0.63%
% Held by Institutions 80.91%
EPS (last reported FY) $4.51
EPS (last reported Q) $0.70
EPS, estimated (last reported Q) $0.62
Total revenues $14 B
Net income $1 B