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# RNN 2nd Gen Model CMS Energy Corporation Electric & other services combined

Prediction models:
Subscribe >> Deal exit on
April 22, 2019
Deal entry on
April 22, 2019
0.22%Expected margin
52.78% successful of 36 deals
$ 53.81 Last close price
at 18-apr-2019


Model's trade recommendations 1.41% Return for period

-6.70% Annual return

$13.24B Market Cap

β 0.06  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.41%
52wk return -14.90%
52wk Range
Sortino ratio -1.10
Sharpe ratio -0.95
Norm. RMSE 1.84%
Downside risk 6.38%
Volatility 0.00%
  • 1.43 (3.05%) Div (Yield)
  • BUY Analysts consensus recommendation

CMS Energy's business strategy is focused primarily on its principal subsidiary, Consumers Energy, an electric and natural gas utility serving about 6.5 million of Michigan's 10 million residents. With its CMS Enterprises subsidiary, CMS Energy also is engaged in independent power generation in several states.

Industry sector: Utilities

Sector classification: Electric & other services combined

Deep Learning based analysis and prediction model for CMS Energy Corporation (CMS) 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 Sept. 30, 2015.

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

Model is being retrained on a regular basis.

Float 281M
P/E 20.20
Shares Outstanding 283M
% Held by Insiders 0.65%
% Held by Institutions 88.44%
EPS (last reported FY) $2.17
EPS (last reported Q) $0.86
EPS, estimated (last reported Q) $0.82
Total revenues $7 B
Net income $0 B