# RNN 1st Gen Model Dollar Tree, Inc. Variety stores

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
0.35%Expected margin
58.33% successful of 48 deals
$ 107.76 Last close price
at 29-oct-2021


Model's trade recommendations 1.78% Return for period

-12.96% Annual return

$22.83B Market Cap

β 0.83  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.78%
52wk return -26.54%
52wk Range
Sortino ratio -1.03
Sharpe ratio -0.94
Norm. RMSE 0.44%
Downside risk 12.83%
Volatility 0.00%
  • STRONG BUY Analysts consensus recommendation

Dollar Tree is the largest and most successful single-price-point retailer in North America. Dollar Tree, Inc. is a customer-oriented, value-driven variety store operating at a one dollar price point.

Industry sector: Retail/Wholesale

Sector classification: Variety stores

Deep Learning based analysis and prediction model for Dollar Tree, Inc. (DLTR) 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 Oct. 2, 2015.

Market data for DLTR 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 DLTR.

Model is being retrained on a daily basis.

Float 228M
P/E 19.76
Shares Outstanding 237M
% Held by Insiders 4.10%
% Held by Institutions 90.76%
EPS (last reported FY) $4.86
EPS (last reported Q) $1.89
EPS, estimated (last reported Q) $1.90
Total revenues $22 B
Net income $2 B