A novel method for testing normality in a mixed model of a nested classification.
Yi-Ting HwangPeir Feng WeiPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- classification method
- mathematical model
- classification algorithm
- statistical model
- test data
- theoretical analysis
- modeling method
- similarity measure
- support vector machine svm
- support vector machine
- pattern classification
- cross validation
- objective function
- parameter estimation
- probabilistic model
- recognition process
- tree structure
- cost function
- prior knowledge
- evaluation method
- gaussian distribution
- classification scheme
- classification accuracy
- linear model
- generalized linear
- ls svm
- machine learning methods
- optimization method
- bp neural network
- em algorithm
- energy function
- confidence scores
- normal distribution
- preprocessing
- pairwise
- probability distribution
- classification models
- segmentation method
- prior information
- model selection
- autoregressive
- neural network
- decision trees
- feature extraction
- hierarchical structure
- classification process
- feature space
- benchmark data sets
- statistical methods
- feature vectors
- expectation maximization
- feature set
- prediction model
- linear regression