culebra.fitness_function.svc_optimization.abc module

Fitness functions for parameter optimization problems.

This sub-module provides several abstract fitness functions intended to optimize the Support Vector Classifier (SVC) hyperparameters for a given dataset:

• RBFSVCScorer: Is centered on the hyperparameters optimization of SVM-based classifiers with RBF kernels.

• SVCScorer: Abstract fitness function for the hyperparameters optimization of SVM-based classifiers.