# RNN 2nd Gen Model Genworth Financial Inc Life insurance

Stock predictor AI models:
Subscribe >> Deal exit on
July 22, 2020
Deal entry on
July 22, 2020
0.18%Expected margin
71.62% successful of 74 deals
$ 2.47 Last close price
at 11-aug-2020


Model's trade recommendations -24.71% Return for period

12.70% Annual return

$1.48B Market Cap

β 2.39  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -24.71%
52wk return 15.98%
52wk Range
Sortino ratio 0.88
Sharpe ratio 0.59
Norm. RMSE 2.52%
Downside risk 16.85%
Volatility 0.00%
  • HOLD Analysts consensus recommendation

Genworth Financial, Inc. is a Fortune 500 insurance holding company dedicated to helping people secure their financial lives, families and futures. Genworth has leadership positions in offerings that assist consumers in protecting themselves, investing for the future, and planning for retirement. In addition, the company is a global leader in managing mortgage default risk. Genworth's Global Mortgage Insurance Division works with lender partners, regulators and policy leaders to help more people responsibly achieve and maintain the dream of homeownership. In doing so, it promotes stronger and more sustainable communities around the world. By combining its global experience in mortgage guarantees with technology and service leadership, Genworth delivers innovation to the housing marketplace. Its products and services are offered through financial intermediaries, advisors, independent distributors and sales specialists.

Industry sector: Finance

Sector classification: Life insurance

Deep Learning based analysis and prediction model for Genworth Financial Inc (GNW) 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 GNW 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 GNW.

Model is being retrained on a regular basis.

Float 498M
P/E 2.20
Shares Outstanding 499M
% Held by Insiders 0.28%
% Held by Institutions 67.33%
EPS (last reported FY) $1.39
EPS (last reported Q) $0.25
EPS, estimated (last reported Q) $0.23
Total revenues $8 B
Net income $1 B