# RNN 2nd Gen Model Principal Financial Group Inc Accident & health insurance

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
3.01%Expected margin
82.35% successful of 51 deals
$ 67.09 Last close price
at 29-oct-2021


Model's trade recommendations 2.59% Return for period

17.48% Annual return

$16.35B Market Cap

β 1.56  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 2.59%
52wk return 85.03%
52wk Range
Sortino ratio 1.89
Sharpe ratio 1.18
Norm. RMSE 0.74%
Downside risk 8.89%
Volatility 0.00%
  • 2.04 (3.59%) Div (Yield)
  • HOLD Analysts consensus recommendation

Principal Financial Group, Inc. , helps people and companies around the world build, protect and advance their financial well-being through retirement, insurance and asset management solutions that fit their lives. Their employees are passionate about helping clients of all income and portfolio sizes achieve their goals - offering innovative ideas, investment expertise and real-life solutions to make financial progress possible.

Industry sector: Finance

Sector classification: Accident & health insurance

Deep Learning based analysis and prediction model for Principal Financial Group Inc (PFG) 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. 22, 2015.

Market data for PFG 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 PFG.

Model is being retrained on a regular basis.

Float 284M
P/E 10.97
Shares Outstanding 288M
% Held by Insiders 1.50%
% Held by Institutions 70.76%
EPS (last reported FY) $5.04
EPS (last reported Q) $1.40
EPS, estimated (last reported Q) $1.35
Total revenues $14 B
Net income $2 B