# RNN 2nd Gen Model Ecolab Inc. Soap, detergents, & cleaning preparations; perfumes, & cosmetics

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
4.57%Expected margin
69.84% successful of 63 deals
$ 222.22 Last close price
at 29-oct-2021


Model's trade recommendations No return for period yet

-8.34% Annual return

$41.66B Market Cap

β 0.99  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return -17.92%
52wk Range
Sortino ratio -0.37
Sharpe ratio -0.34
Norm. RMSE 5.11%
Downside risk 18.34%
Volatility 0.00%
  • 1.64 (1.14%) Div (Yield)
  • BUY Analysts consensus recommendation

Ecolab Inc. is the global leader in cleaning, sanitizing, food safety and infection control products and services. Ecolab delivers comprehensive programs and services to the foodservice, food and beverage processing, healthcare, and hospitality markets.

Industry sector: Basic Materials

Sector classification: Soap, detergents, & cleaning preparations; perfumes, & cosmetics

Deep Learning based analysis and prediction model for Ecolab Inc. (ECL) 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. 2, 2015.

Market data for ECL 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 ECL.

Model is being retrained on a regular basis.

Float 285M
P/E 30.05
Shares Outstanding 289M
% Held by Insiders 1.50%
% Held by Institutions 78.46%
EPS (last reported FY) $4.69
EPS (last reported Q) $0.91
EPS, estimated (last reported Q) $0.88
Total revenues $14 B
Net income $2 B