Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation.
Michel M. dos SantosMêuser J. S. ValençaWellington Pinheiro dos SantosPublished in: IDEAL (2012)
Keyphrases
- multi class
- multilayer perceptron
- particle swarm
- image segmentation
- particle swarm optimization
- neural network
- particle swarm optimization algorithm
- artificial neural networks
- optimization method
- swarm intelligence
- back propagation
- multiclass classification
- multi objective
- multiclass svm
- evolutionary algorithm
- premature convergence
- differential evolution
- radial basis function
- support vector machine
- multiclass support vector machines
- multiple classes
- neural network model
- hidden layer
- binary classification
- training set
- cost sensitive
- genetic algorithm
- pairwise
- optimization methods
- fitness function
- pso algorithm
- graph cuts
- image processing
- multiclass problems
- error correcting output codes
- multiclass learning
- machine learning
- optimization algorithm
- binary classifiers
- decision making
- feature selection
- optimization problems
- computational intelligence
- supervised learning
- fuzzy logic
- computer vision