Multispectral image classification using rough set theory and the comparison with parallelepiped classifier.
Chih-Cheng HungHendri PurnawanBor-Chen KuoPublished in: IGARSS (2007)
Keyphrases
- rough set theory
- rough sets
- decision rules
- feature reduction
- rule generation
- rough fuzzy
- decision trees
- multispectral images
- rule extraction
- classification algorithm
- attribute reduction
- feature space
- decision table
- pattern recognition
- support vector machine
- support vector
- training samples
- variable precision rough set model
- feature selection
- class labels
- knowledge reduction
- training set
- classification models
- rule sets
- feature set
- classification accuracy
- svm classifier
- knowledge discovery
- feature extraction
- text classification
- feature vectors
- naive bayes classifier
- tool for data mining
- rough sets theory
- information entropy
- data reduction
- multispectral
- fold cross validation
- training data
- attribute set
- databases
- multi layer perceptron
- remote sensing images
- fuzzy sets
- fuzzy logic
- machine learning
- data mining