Weighted SVM with classification uncertainty for small training samples.
Min-Kook ChoiHyun-Gyu LeeSang-Chul LeePublished in: ICIP (2016)
Keyphrases
- training samples
- decision boundary
- training set
- feature space
- hyperplane
- support vectors
- decision function
- training data
- support vector
- supervised learning
- test sample
- support vector machine svm
- high dimensional
- small number of samples
- nearest neighbor classifier
- learning algorithm
- training examples
- number of training samples
- svm classifier
- training dataset
- classification method
- support vector machine
- classification algorithm
- base classifiers
- data sets
- binary classifiers
- discriminative information
- feature selection
- linearly separable
- representative samples
- high dimensionality
- knn
- feature vectors
- machine learning
- training process
- machine learning methods
- kernel function
- face images
- small number
- multi class