Examples¶

The following examples show the capabilities of MetaOpt.

../_images/sum_of_squares_saes_global_timeout_1_thumb.png

Minimize the Sum of Squares using SAES

../_images/svm_rechenberg_global_timeout_1_thumb.png

Optimizing the parameters of a SVM applied to the Iris data set

../_images/svm_gridsearch_global_timeout_1_thumb.png

Optimizing the parameters of a SVM applied to the Iris data set

../_images/svm_pso_global_timeout_1_thumb.png

SVM (PSO, global timeout)

../_images/n_class_saes_global_and_local_timeout_1_thumb.png

Optimizing the parameters of a SVM applied to a 2-class classification problem

../_images/svm_cmaes_global_timeout_1_thumb.png

SVM (CMA-ES, global timeout)

../_images/featureselection_saes_global_timeout_1_thumb.png

Test function for KNN regression feature importance

../_images/one_min_gridsearch_1_thumb.png

Optimzing the OneMin objective function with grid search