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Last update: February 19, 2014
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Bounded Enhanced Triple Margin Fitness Function
The Bounded Enhanced Triple Margin fitness function
is a multi-objective function that explores the idea of a triple margin
and extreme vectors. It allows you to set boundaries for the model output,
which the learning algorithms will try to approach.
The Bounded Enhanced Triple Margin fitness function 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.
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