# RNN 2nd Gen Model Darden Restaurants, Inc. Eating places

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
3.88%Expected margin
70.21% successful of 47 deals
$ 138.96 Last close price
at 02-mar-2021


Model's trade recommendations 13.58% Return for period

-13.21% Annual return

$11.36B Market Cap

β 0.22  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 13.58%
52wk return -49.57%
52wk Range
Sortino ratio -0.14
Sharpe ratio -0.13
Norm. RMSE 3.55%
Downside risk 33.05%
Volatility 0.00%
  • 2.52 (2.74%) Div (Yield)
  • BUY Analysts consensus recommendation

Darden Restaurants, Inc. is a restaurant company featuring a portfolio of differentiated brands that include Olive Garden, LongHorn Steakhouse, Cheddar's Scratch Kitchen, Yard House, The Capital Grille, Seasons 52, Bahama Breeze and Eddie V's.

Industry sector: Retail/Wholesale

Sector classification: Eating places

Deep Learning based analysis and prediction model for Darden Restaurants, Inc. (DRI) 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. 2, 2015.

Market data for DRI 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 DRI.

Model is being retrained on a regular basis.

Float 123M
P/E 19.95
Shares Outstanding 124M
% Held by Insiders 0.63%
% Held by Institutions 90.63%
EPS (last reported FY) $4.02
EPS (last reported Q) $1.71
EPS, estimated (last reported Q) $1.64
Total revenues $7 B
Net income $0 B