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Last update: February 19, 2014
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ROC with MSE Fitness Function
The ROC with MSE fitness function
is a multi-objective function that combines
area under the ROC curve (AUC ROC) with the
Mean Squared Error (MSE).
The ROC with MSE fitness function can also 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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