# RNN 1st Gen Model Hartford Financial Services Group, Inc. Fire, marine, & casualty insurance

Stock predictor AI models:
84.21% successful of 57 deals
$ 51.60 Last close price
at 02-mar-2021


Model's trade recommendations No return for period yet

10.41% Annual return

$18.73B Market Cap

β 0.96  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 10.69%
52wk Range
Sortino ratio 1.52
Sharpe ratio 1.13
Norm. RMSE 0.55%
Downside risk 6.54%
Volatility 0.00%
  • 1.00 (1.91%) Div (Yield)
  • BUY Analysts consensus recommendation

The Hartford is a leader in property and casualty insurance, group benefits and mutual funds. With more than 200 years of expertise, The Hartford is widely recognized for its service excellence, sustainability practices, trust and integrity.

Industry sector: Finance

Sector classification: Fire, marine, & casualty insurance

Deep Learning based analysis and prediction model for Hartford Financial Services Group, Inc. (HIG) 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. 23, 2015.

Market data for HIG 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 HIG.

Model is being retrained on a daily basis.

Float 353M
P/E 14.06
Shares Outstanding 358M
% Held by Insiders 1.50%
% Held by Institutions 89.88%
EPS (last reported FY) $2.74
EPS (last reported Q) $1.27
EPS, estimated (last reported Q) $1.08
Total revenues $17 B
Net income $-3 B