# RNN 2nd Gen Model Aetna Inc. Hospital & medical service plans

Stock predictor AI models:
Subscribe >> Deal exit on
Nov. 29, 2018
Deal entry on
Nov. 29, 2018
58.90%Expected margin
100.00% successful of 4 deals
$ 212.70 Last close price
at 28-nov-2018


Model's trade recommendations No return for period yet

1.36% Annual return

$57.81B Market Cap

β 0.64  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return
52wk Range
Sortino ratio 49.58
Sharpe ratio 0.94
Norm. RMSE 57.12%
Downside risk 0.02%
Volatility 0.00%
  • 2.00 (1.13%) Div (Yield)
  • BUY Analysts consensus recommendation

Aetna Inc. is one of the nation's leading diversified health care benefits companies, serving the people with information and resources to help them make better informed decisions about their health care. Aetna offers a broad range of traditional, voluntary and consumer-directed health insurance products and related services, including medical, pharmacy, dental, behavioural health, group life and disability plans, and medical management capabilities, Medicaid health care management services, workers' compensation administrative services and health information technology products and services. Aetna's customers include employer groups, individuals, college students, part-time and hourly workers, health plans, health care providers, governmental units, government-sponsored plans, labour groups and expatriates.

Industry sector: Medical

Sector classification: Hospital & medical service plans

Deep Learning based analysis and prediction model for Aetna Inc. (AET) 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 April 29, 2015.

Market data for AET 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 AET.

Model is being retrained on a regular basis.

Float 323M
P/E 17.14
Shares Outstanding 327M
% Held by Insiders 1.21%
% Held by Institutions 87.00%
EPS (last reported FY) $9.86
EPS (last reported Q) $3.19
EPS, estimated (last reported Q) $2.97
Total revenues $61 B
Net income $2 B