Recognition and Classification of Histones Using Support Vector Machine.
Manoj BhasinEllis L. ReinherzPedro A. RechePublished in: J. Comput. Biol. (2006)
Keyphrases
- support vector machine
- classification method
- svm classifier
- pattern recognition
- feature extraction
- support vector
- support vector machine svm
- classification algorithm
- object classification
- feature space
- machine learning
- pattern classification
- decision boundary
- handwritten digits
- classification accuracy
- feature vectors
- multi class
- feature selection
- svm classification
- high classification accuracy
- image classification
- k nearest neighbor
- unsupervised learning
- automatic recognition
- generalization ability
- automatic classification
- classification scheme
- low error rates
- correct recognition
- robust classification
- high recognition rate
- object recognition
- text classification
- decision trees
- pattern recognition tasks
- decision rules
- kernel function
- training set
- training procedure
- preprocessing stage
- recognition rate
- learning algorithm
- training data
- robust detection
- structured output
- character recognition
- recognition process
- training samples
- classification process
- activity recognition
- kernel methods
- recognition accuracy