# RNN 2nd Gen Model Xylem Inc. Pumps & pumping equipment

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
21.44%Expected margin
57.14% successful of 7 deals
$ 130.59 Last close price
at 29-oct-2021


Model's trade recommendations No return for period yet

-0.49% Annual return

$12.39B Market Cap

β 1.12  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 27.68%
52wk Range
Sortino ratio -0.02
Sharpe ratio -0.01
Norm. RMSE 20.12%
Downside risk 9.17%
Volatility 0.00%
  • 0.84 (1.22%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

Xylem Inc. provides water technology solutions, water and wastewater treatment solutions and industrial pumps and related technologies. The company provides products for transportation, treatment, and testing applications to public utilities and industrial facilities. It offers a range of pumps, and valves, heat exchangers, waste systems, and membrane filtration products. Xylem Inc. is headquartered in White Plains, N.Y.

Industry sector: Industrial Products

Sector classification: Pumps & pumping equipment

Deep Learning based analysis and prediction model for Xylem Inc. (XYL) 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 Sept. 30, 2015.

Market data for XYL 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 XYL.

Model is being retrained on a regular basis.

Float 178M
P/E 27.44
Shares Outstanding 180M
% Held by Insiders 0.81%
% Held by Institutions 85.89%
EPS (last reported FY) $2.40
EPS (last reported Q) $0.51
EPS, estimated (last reported Q) $0.51
Total revenues $5 B
Net income $0 B