Optimality Analysis of Boundary-Uncertainty-Based Classifier Model Parameter Status Selection Method.
David HaHideyuki WatanabeYuya TomotoshiEmilie DelattreShigeru KatagiriPublished in: SPML (2018)
Keyphrases
- mathematical model
- selection criterion
- classification method
- statistical model
- probabilistic model
- classification algorithm
- theoretical analysis
- selection scheme
- linear model
- cost function
- selection algorithm
- input data
- parameter space
- prediction model
- modeling method
- backpropagation neural network
- fuzzy linear programming
- objective function
- similarity measure
- parameter estimation
- detection method
- em algorithm
- selection mechanism
- test data
- optimization method
- pairwise
- bayesian framework
- bp neural network
- support vector machine svm
- classification process
- bayesian classifier
- prior knowledge
- unseen data
- maximum likelihood
- model selection
- segmentation method
- feature extraction
- generalized gaussian distribution
- training samples
- naive bayes classifier
- feature selection
- recognition process
- transfer function
- evaluation method
- support vector machine
- parameter values
- edge detection
- feature set
- text classification
- cross validation