An Object-Based Classification of Mangroves Using a Hybrid Decision Tree - Support Vector Machine Approach.
Benjamin W. HeumannPublished in: Remote. Sens. (2011)
Keyphrases
- support vector machine
- decision trees
- svm classifier
- machine learning
- support vector
- classification models
- support vector machine svm
- machine learning algorithms
- classification method
- predictive accuracy
- high classification accuracy
- decision boundary
- training data
- image classification
- training set
- pattern recognition
- classification algorithm
- multi class
- decision tree algorithm
- feature selection
- generalization ability
- feature vectors
- k nearest neighbor
- decision forest
- feature construction
- pattern classification
- classification rules
- decision tree learning algorithm
- benchmark datasets
- decision rules
- kernel methods
- logistic regression
- hyperplane
- feature space
- decision tree classifiers
- classification accuracy
- svm classification
- feature extraction
- machine learning methods
- text classification
- training samples
- small sample
- classification trees
- ensemble classifier
- naive bayes
- kernel function
- random forest
- neural network