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Gambling Indicators and Artificial Intelligence.


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What  Gambling Indicators are
Could Artificial Intelligence help?
Will Artificial Intelligence finally help ?


Neurofuzzy Logic at work
..
. on two well known indicators:   Wilder's ADX and the DMI difference.
Why   this example?.
How to choose the lookback periods.
TradeStation code results  using the  DMI(5) difference
(no fuzzy logic, used as comparison).
SAFIR-X version 2  on ADX(14) and DMI(5) difference.
Examining the solutions
Testing the basic neurofuzzy system on unseen data.


Improving our basic neurofuzzy model
Reconsidering the indicators.

Training on the SP97 10min .
Testing on  Matif CAC40 1998 10 min unseen data.
Testing on Matif CAC40 1997 10 min unseen data.
Testing
on SP500 1998 10 min unseen data.
Testing
on 100 years of daily unseen data, why not ?

Cotton
Orange Juice
Wheat
British Pound


Want to know more ?
What
the Assistant has really done in the background
Further improvements to this system
Summary
Finally, was it so difficult to do ?
How a Neurofuzzy trading system behaves in TradeStation?
Credits and additional information

Solution tree.
(1)
All solution results (2)

Costs, settings...


Detailed Performance

Summary
(5)


Equity curve sometimes  hidden by the Detail window below (6)

Details on the neurofuzzy rules (3) fuzzy sets for the considered  rule (4)

Journal file. (8)

The Assistant Version2
(Windows  reminder)

Detailed Equity Curve
and trading signals. (7)

data window TRAIN
Red=sell
Blue=buy
Equity

=Yellow
TEST
Red=sell
Blue=buy
Equity

=White

Additional information

Copyright © 1998-99 Pierre Orphelin
Sirtrade International
All rights reserved