# RNN 1st Gen Model Host Hotels & Resorts, Inc. Real estate investment trusts

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 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. 22, 2015.

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

Model is being retrained on a daily basis.