Optimal Combination of Classification Algorithms and Feature Ranking Methods for Object-Based Classification of Submeter Resolution Z/I-Imaging DMC Imagery.
Fulgencio Cánovas-GarcíaFrancisco Alonso-SarríaPublished in: Remote. Sens. (2015)
Keyphrases
- benchmark datasets
- feature ranking
- classification method
- machine learning methods
- classification models
- classification algorithm
- support vector
- cross validation
- feature selection
- training set
- machine learning
- feature selection algorithms
- feature subset
- machine learning algorithms
- decision trees
- classification accuracy
- pattern recognition
- feature vectors
- pattern classification
- image classification
- feature subset selection
- learning algorithm
- svm classifier
- class labels
- support vector machine
- high resolution
- feature extraction
- missing values
- support vector machine svm
- image processing
- generalization ability
- text classification
- supervised learning
- data sets