Feature Synthesis Algorithm Combined with k-NN Classifier for Spectral Data Classification.
Zhenbang HuZhihua CaiPublished in: ISICA (2) (2010)
Keyphrases
- knn
- classification algorithm
- k nearest neighbor
- nearest neighbour
- k nearest neighbour
- k nearest
- mixed data
- support vector machine svm
- learning algorithm
- nearest neighbor
- nearest neighbor algorithm
- k means
- pattern recognition
- extracted features
- feature selection
- nearest neighborhood
- decision trees
- feature extraction
- least squares
- generalization ability
- distance function
- feature set
- data sets
- support vector machine
- classification accuracy
- training set
- feature space
- support vector
- machine learning
- text categorization
- svm classifier
- feature subset
- feature vectors
- training data
- similarity measure
- web document classification