# RNN 2nd Gen Model Illinois Tool Works Inc. General industrial machinery & equipment

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
12.19%Expected margin
84.62% successful of 13 deals
$ 221.79 Last close price
at 18-oct-2021


Model's trade recommendations No return for period yet

3.31% Annual return

$48.88B Market Cap

β 1.25  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 36.24%
52wk Range
Sortino ratio 0.31
Sharpe ratio 0.26
Norm. RMSE 13.41%
Downside risk 16.02%
Volatility 0.00%
  • 3.12 (2.18%) Div (Yield)
  • BUY Analysts consensus recommendation

Illinois Tool Works Inc. (ITW) is a Fortune 200 global multi-industrial manufacturing. Since their founding ITW has become one of the world's leading diversified manufacturers of specialized industrial equipment, consumables, and related service businesses. The company's seven industry-leading segments leverage the unique ITW Business Model to drive solid growth with best-in-class margins and returns in markets where highly innovative, customer-focused solutions are required. ITW has more than 50,000 dedicated colleagues in operations around the world who thrive in the company's unique decentralized and entrepreneurial culture. ITW businesses serve local customers and markets around the globe, with a significant presence in developed as well as emerging markets. These talented individuals, many of whom have specialized engineering or scientific expertise, contribute to their global leadership in innovation. They are proud of their broad portfolio of more than 17,000 granted and pending patents.

Industry sector: Industrial Products

Sector classification: General industrial machinery & equipment

Deep Learning based analysis and prediction model for Illinois Tool Works Inc. (ITW) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 22, 2015.

Market data for ITW 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 ITW.

Model is being retrained on a regular basis.

Float 338M
P/E 20.53
Shares Outstanding 342M
% Held by Insiders 0.90%
% Held by Institutions 77.64%
EPS (last reported FY) $6.59
EPS (last reported Q) $1.90
EPS, estimated (last reported Q) $1.85
Total revenues $14 B
Net income $2 B