Parameter Optimization of SVM Based on Improved ACO for Data Classification

The parameters of support vector machine have a great influence on the learning ability and generalization ability, so an improved ant colony optimization algorithm is proposed to optimize the parameters of SVM, then an optimized SVM classifier (IMACOSVM) is proposed for data classification. In the IMACO-SVM, the adaptive adjustment pheromone strategy is… CONTINUE READING