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

Prediction models:
Subscribe >> Deal exit on
March 26, 2018
Deal entry on
March 26, 2018
2.54%Expected margin
83.33% successful of 84 deals
$ 132.25 Last close price
at 23-mar-2018


Model's trade recommendations 0.95% Return for period

9.83% Annual return

$39.41B Market Cap

β 1.07  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 0.95%
52wk return 16.03%
52wk Range
Sortino ratio 1.52
Sharpe ratio 1.19
Norm. RMSE 0.34%
Downside risk 6.17%
Volatility 7.84%
  • 1.64 (1.20%) 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.

Model is being retrained on a daily basis.

Float 285M
P/E 29.09
Shares Outstanding 289M
% Held by Insiders 1.49%
% Held by Institutions 78.33%
EPS (last reported FY) $4.69
EPS (last reported Q) $1.39
EPS, estimated (last reported Q) $1.40
Total revenues $14 B
Net income $2 B