# RNN 1st Gen Model Waste Management, Inc. Refuse systems

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
0.03%Expected margin
80.43% successful of 46 deals
$ 157.16 Last close price
at 18-oct-2021


Model's trade recommendations -0.09% Return for period

6.27% Annual return

$34.86B Market Cap

β 0.70  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -0.09%
52wk return 3.89%
52wk Range
Sortino ratio 2.14
Sharpe ratio 1.30
Norm. RMSE 0.44%
Downside risk 2.74%
Volatility 0.00%
  • 1.86 (2.30%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

Waste Management, Inc. is a leading provider of integrated environmental solutions in North America. Waste Management serving municipal, commercial and industrial customers in the U.S. and Canada. Waste Management has invested in developing waste solutions for a changing world. Today, this includes not just disposal and recycling, but personal counseling to help customers achieve their green goals, including zero waste. Waste Management is North America's largest residential recycler and a renewable energy provider. The company recovers the naturally occurring gas inside landfills to generate electricity, called landfill-gas-to-energy. Waste Management's fleet of natural gas trucks is the largest heavy-duty truck fleet of its kind in North America. With the largest network of recycling facilities, transfer stations and landfills in the industry, Waste Management entire business can adapt to meet the needs of every distinct customer segment.

Industry sector: Business Services

Sector classification: Refuse systems

Deep Learning based analysis and prediction model for Waste Management, Inc. (WM) 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 WM 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 WM.

Model is being retrained on a daily basis.

Float 430M
P/E 23.30
Shares Outstanding 431M
% Held by Insiders 0.30%
% Held by Institutions 77.00%
EPS (last reported FY) $3.22
EPS (last reported Q) $0.91
EPS, estimated (last reported Q) $0.82
Total revenues $14 B
Net income $2 B