# RNN 2nd Gen Model Host Hotels & Resorts, Inc. Real estate investment trusts

Stock predictor AI models:
74.42% successful of 86 deals
$ 16.83 Last close price
at 29-oct-2021


Model's trade recommendations 6.38% Return for period

-3.05% Annual return

$14.26B Market Cap

β 1.25  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 6.38%
52wk return -17.07%
52wk Range
Sortino ratio -0.09
Sharpe ratio -0.08
Norm. RMSE 1.13%
Downside risk 16.44%
Volatility 0.00%
  • 0.80 (4.12%) Div (Yield)
  • BUY Analysts consensus recommendation

Host Hotels & Resorts, Inc. is the largest lodging real estate investment trust (REIT) and one of the largest owners of luxury and upper-upscale hotels. HST was incorporated as a Maryland corporation and operates as a self-managed and self-administered REIT. The Company is headquartered in Bethesda, Maryland. HST is the preeminent owner of high-quality lodging real estate at the epicenter of dynamic and growing markets. HST overall goal is to generate superior long-term risk-adjusted returns for stockholders. The Company guided by a disciplined approach to capital allocation and aggressive asset management, the Company partners with premium brands such as Marriott, Ritz-Carlton, Westin, Sheraton, W, St. Regis, Le Meridien, The Luxury Collection, Hyatt, Fairmont, Hilton, Swiss?tel, ibis, Pullman, and Novotel as well as independent brands in the operation of properties in over major markets.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for Host Hotels & Resorts, Inc. (HST) 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 HST 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 HST.

Model is being retrained on a regular basis.

Float 724M
P/E 11.64
Shares Outstanding 734M
% Held by Insiders 1.40%
% Held by Institutions NaN%
EPS (last reported FY) $1.69
EPS (last reported Q) $0.43
EPS, estimated (last reported Q) $0.41
Total revenues $5 B
Net income $1 B