# RNN 2nd Gen Model Barnes & Noble, Inc. State commercial banks

Stock predictor AI models:
Subscribe >> Deal exit on
Aug. 7, 2019
Deal entry on
Aug. 7, 2019
22.05%Expected margin
60.00% successful of 5 deals
$ 6.49 Last close price
at 06-aug-2019


Model's trade recommendations No return for period yet

2.10% Annual return

$54.52B Market Cap

β 1.22  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return
52wk Range
Sortino ratio 0.36
Sharpe ratio 0.18
Norm. RMSE 20.37%
Downside risk 9.50%
Volatility 0.00%
  • 0.96 (1.78%) Div (Yield)
  • BUY Analysts consensus recommendation

Bank of New York Mellon Corporation (BNY Mellon) is a global investments company dedicated to helping its clients manage and service their financial assets throughout the investment lifecycle. Whether providing financial services for institutions, corporations or individual investors, BNY Mellon delivers informed investment management and investment services in 35 countries and more than 100 markets. BNY Mellon can act as a single point of contact for clients looking to create, trade, hold, manage, service, distribute or restructure investments. Over the years, BNY Mellon has maintained a valued presence in Asia Pacific, where they have been one of the first U.S. financial institutions to invest in the region's vast potential. They have over 12,000 employees in the region and maintain extensive operations in 16 locations.

Industry sector: Finance

Sector classification: State commercial banks

Deep Learning based analysis and prediction model for Barnes & Noble, Inc. (BK) 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 Jan. 26, 2017.

Market data for BK 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 BK.

Model is being retrained on a regular basis.

Float 992M
P/E 13.81
Shares Outstanding 1010M
% Held by Insiders 1.76%
% Held by Institutions 84.20%
EPS (last reported FY) $3.60
EPS (last reported Q) $1.10
EPS, estimated (last reported Q) $0.97
Total revenues $17 B
Net income $4 B