Ensemble based multi-linear discriminant analysis with boosting and nearest neighbor.
Mahmood DeypirReza BoostaniToktam ZoughiPublished in: Sci. Iran. (2012)
Keyphrases
- linear discriminant analysis
- nearest neighbor
- high dimensional data
- ensemble methods
- discriminant analysis
- ensemble learning
- dimensionality reduction
- training set
- base classifiers
- principal component analysis
- dimension reduction
- face recognition
- k nearest neighbor
- high dimensional
- small sample size
- discriminant features
- knn
- feature extraction
- support vector machine svm
- null space
- fisher criterion
- neural network
- feature space
- data points
- support vector
- weak classifiers
- subspace methods
- learning algorithm
- decision trees
- nearest neighbor classifier
- feature selection
- class separability
- high dimensionality
- random forest
- low dimensional
- distance function
- lower dimensional
- linear discriminant
- qr decomposition
- benchmark datasets
- face images
- support vector machine
- machine learning