SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting.

Petre Lameski Eftim Zdravevski Riste Mingov Andrea Kulakov

Published in: RSFDGrC (2015)

Keyphrases

parameter tuning
probabilistic model
support vector machine svm
prior knowledge
multi class
parameter estimation
neural network model
machine learning
genetic algorithm
optimal solution
support vector
feature space
support vector machine
parameter space
prediction model
meta learning