Fitness Functions for Classification

Choosing the Fitness Function

Fitness Functions for Classification

For Classification problems you can select one of the 30 built-in fitness functions of GeneXproTools 4.0:

Number of Hits
Hits with Penalty
Accuracy
Squared Accuracy
Sensitivity/Specificity
PPV/NPV
SSPN
MSE (mean squared error)
RMSE (root mean squared error)
MAE (mean absolute error)
RSE (relative squared error)
RRSE (root relative squared error)
RAE (relative absolute error)
R-square
Correlation Coefficient
And all the above with parsimony pressure

Or create your own fitness function by choosing:

Custom Fitness Function

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