Matrix Condition Number Prediction with SVM Regression and Feature Selection.
Shuting XuJun ZhangPublished in: SDM (2005)
Keyphrases
- condition number
- feature selection
- regression model
- support vector
- prediction model
- condition numbers
- model selection
- linear algebra
- interior point methods
- support vector machine
- power spectrum
- knn
- machine learning
- correlation matrix
- feature set
- classification accuracy
- support vector regression
- kernel function
- support vector machine svm
- feature extraction
- feature space
- hyperplane
- ls svm
- dimensionality reduction
- cross validation
- generalization ability
- sparse matrix
- image processing
- sample size
- hyperparameters
- primal dual
- quadratic programming
- feature vectors