Conditions of Optimal Classification for Piecewise Affine Regression.
Giancarlo Ferrari-TrecateMichael SchinkelPublished in: HSCC (2003)
Keyphrases
- piecewise affine
- classification accuracy
- support vector
- regression problems
- classification scheme
- classification algorithm
- pattern recognition
- binary decision tree
- preprocessing
- machine learning methods
- support vector machine
- support vector machine svm
- model selection
- regression model
- feature extraction
- optimal solution
- cross validation
- worst case
- feature vectors
- cross validated
- classification process
- high dimensional
- classification and regression problems
- numeric values
- target variable
- regression method
- feature space
- sufficient conditions
- automatic classification
- pattern classification
- svm classifier
- machine learning
- image classification
- genetic programming