Package com.rapidminer.operator.learner.functions.kernel.evosvm

Implementations of SVMs which makes use of general purpose optimization methods, e.g. evolutionary strategies or particle swarm optimization.

See:
Description

Interface Summary

EvoOptimization	The interface for the EvoSVM optimization algorithms.
OptimizationFunction	Subclasses might implement the optimization function in different ways, e.g.

Class Summary

ClassificationEvoOptimization	Evolutionary Strategy approach for SVM optimization.
ClassificationOptimizationFunction	This function must be maximized for the search for an optimal hyperplane for classification.
EvoSVM	This is a SVM implementation using an evolutionary algorithm (ES) to solve the dual optimization problem of a SVM.
EvoSVMModel	The model for the evolutionary SVM.
PSOSVM	This is a SVM implementation using a particle swarm optimization (PSO) approach to solve the dual optimization problem of a SVM.
PSOSVMOptimization	PSO approach for SVM optimization.
RegressionEvoOptimization	Evolutionary Strategy approach for SVM optimization.
RegressionOptimizationFunction	This function must be maximized for the search for an optimal hyperplane for regression.

Package com.rapidminer.operator.learner.functions.kernel.evosvm Description

Implementations of SVMs which makes use of general purpose optimization methods, e.g. evolutionary strategies or particle swarm optimization.