PSO-SVM Classification technique
52 views (last 30 days)
I am trying to use a PSO-SVM classifier for classification in my project. Going thru a lot of research papers I could not figure out 1 thing that how exactly do you predict 'C' n 'Gamma', parameters for SVM using PSO. by reading the papers it looked as if they just applied it using hit and trail method. No paper explains the theory behind linking the output of PSO i.e the gbest n pbest or the best velocity and position to parameters of SVM .
Plzz Help Thanks
kh rezaee on 8 Dec 2015
For better classification, I suggest you use PSO to feature selection and SVM to classify data. But combination of PSO and SVM is little difficult.
Dhemiebabs on 12 Nov 2019
Any update on how you were able to solve this(PSO-SVM) please. I'm presently carrying out the same project and I'm stock at the same point.
I've been on it for months and I'm to present it next month.
Your prompt response is much appreciated.
Seyed Muhammad Hossein Mousavi on 31 Dec 2021
I just write a code for combining Neural Networks and PSO for classification task:
Hope it helps :)