Fuzzy-rough feature selection aided support vector machines for Mars image classification.
Changjing ShangDave BarnesPublished in: Comput. Vis. Image Underst. (2013)
Keyphrases
- support vector
- image classification
- feature selection
- learning machines
- large margin classifiers
- feature extraction
- classification accuracy
- svm classifier
- support vector machine
- multi class
- bag of words
- feature ranking
- text categorization
- kernel function
- logistic regression
- mutual information
- image representation
- image features
- feature set
- text classification
- multivariate adaptive regression splines
- feature space
- binary classification
- visual words
- machine learning
- loss function
- model selection
- naive bayes
- radial basis function
- svm classification
- high dimensional
- support vector regression
- ensemble learning
- selected features
- support vectors
- cross validation
- dimensionality reduction
- irrelevant features
- discriminative features
- feature selection algorithms
- information gain
- feature subset
- linear discriminant analysis
- multi class classification
- unsupervised learning
- soft margin
- face recognition
- support vector classification
- kernel methods