Analyzing the Gaussian ML classifier for limited training samples.
Chulhee LeeEuisun ChoiByungjoon BaekChangrak YoonPublished in: IGARSS (2004)
Keyphrases
- training samples
- maximum likelihood
- feature space
- training set
- test sample
- nearest neighbor classifier
- training data
- learning algorithm
- supervised learning
- number of training samples
- decision boundary
- training examples
- classification error
- hyperplane
- decision function
- training dataset
- representative samples
- face images
- high dimensional
- discriminative information
- sample set
- test data
- support vectors
- binary classifiers
- em algorithm
- nearest neighbor
- support vector machine
- video sequences
- image processing