# RNN 1st Gen Model Allstate Corporation Fire, marine, & casualty insurance

The Allstate Corporation is the largest publicly held personal lines property and casualty insurer in America, serving more than 16 million households nationwide. Allstate has been dedicated to protecting their customers from life's uncertainties and preparing them for the future for many years. Allstate is a publicly traded company, and is listed on the New York Stock Exchange under the trading symbol ALL. The Allstate Corporation is the nation's largest publicly held personal lines insurer. Allstate provides insurance products to more than 16 million households and has approximately 12,300 exclusive agents and financial specialists in the U.S. and Canada.

Industry sector: Finance

Sector classification: Fire, marine, & casualty insurance

Deep Learning based analysis and prediction model for Allstate Corporation (ALL) 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 Sept. 30, 2015.

Market data for ALL model training are being downloaded from the Quandl premium datasets on a daily basis.

Model is being retrained on a daily basis.