# RNN 2nd Gen Model Hartford Financial Services Group, Inc. Fire, marine, & casualty insurance

Prediction models:
76.40% successful of 89 deals
$ 51.96 Last close price
at 27-feb-2020


Model's trade recommendations 5.37% Return for period

13.23% Annual return

$18.73B Market Cap

β 0.96  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 5.37%
52wk return 17.58%
52wk Range
Sortino ratio 2.06
Sharpe ratio 1.36
Norm. RMSE 0.23%
Downside risk 6.06%
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 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU 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.

Model is being retrained on a regular 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