Combining support vector machines and information gain ranking for classification of mars McMurdo panorama images.
Changjing ShangDave BarnesPublished in: ICIP (2010)
Keyphrases
- information gain
- support vector
- feature selection
- image classification
- decision trees
- classification accuracy
- correlation based feature selection
- support vector machine
- feature vectors
- text categorization
- chi squared
- generalization ability
- mutual information
- svm classifier
- naive bayes
- logistic regression
- image retrieval
- image analysis
- feature ranking
- image registration
- chi square
- image features
- feature extraction
- machine learning
- gain ratio
- pattern recognition
- training set
- feature space
- data sets
- cost sensitive
- feature subset
- correlation coefficient
- ranking algorithm
- kernel function
- support vector machine svm
- similarity measure