A hybrid optimization method for acceleration of building linear classification models.
Junchao LvQiang WangJoshua Zhexue HuangPublished in: IJCNN (2013)
Keyphrases
- optimization method
- classification models
- optimization algorithm
- optimization methods
- feature subset
- differential evolution
- optimization process
- simulated annealing
- genetic algorithm
- evolutionary algorithm
- global optimum
- training data
- particle swarm
- optimization procedure
- software quality classification
- feature selection
- decision trees
- metaheuristic
- nonlinear optimization
- angular velocity
- nelder mead simplex
- hybrid algorithm
- closed form
- models built
- quasi newton
- neural network
- feature set
- multi objective
- artificial neural networks
- objective function
- bayesian networks