# RNN 1st Gen Model Ecolab Inc. Soap, detergents, & cleaning preparations; perfumes, & cosmetics

Stock predictor AI models:
83.72% successful of 86 deals
$ 211.54 Last close price
at 02-mar-2021


Model's trade recommendations 1.03% Return for period

10.03% Annual return

$41.66B Market Cap

β 0.99  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.03%
52wk return 18.08%
52wk Range
Sortino ratio 1.58
Sharpe ratio 1.24
Norm. RMSE 0.58%
Downside risk 6.04%
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 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. 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 daily 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