Support Vector Machine (SVM) Classifier with Small Training Samples for Mapping Saltmash Wetland at Species Level.
Sikdar M. M. RaselHsing-Chung ChangIsrat Jahan DitiTim GlasbyPublished in: IGARSS (2019)
Keyphrases
- svm classifier
- training samples
- support vector machine
- training set
- decision function
- feature space
- hyperplane
- training data
- support vectors
- decision boundary
- support vector machine svm
- image classification
- support vector
- multi class
- test sample
- supervised learning
- svm classification
- small number
- small number of samples
- feature vectors
- number of training samples
- high dimensional
- training examples
- kernel function
- classification algorithm
- binary classifiers
- linear classifiers
- feature selection
- kernel matrix
- sample set
- learning algorithm
- classification method
- reduced set
- generalization ability
- k nearest neighbor
- input space
- labeled data
- knn
- machine learning
- data sets
- base classifiers
- database
- semi supervised
- classification accuracy
- active learning
- pattern recognition
- learning environment
- decision trees
- neural network