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Last update: February 19, 2014
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Logistic RMSE Fitness Function
The Logistic RMSE fitness function
is based on the
Root Mean Squared Error (RMSE),
where the RMSE is evaluated using the probability of the model output instead of the
usual raw output. It can be combined
with a cost matrix in order to impose specific constraints on the
solutions.
In addition, the evolvable
logistic threshold, which is intrinsic to the
logistic regression model, can be adjusted by changing the number of bins.
See Also:
Related Tutorials:
Related Videos:
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