Automatic cognate classification with a Support Vector Machine.
Gerhard JägerPavel SofronievPublished in: KONVENS (2016)
Keyphrases
- support vector machine
- support vector machine svm
- support vector
- svm classifier
- classification method
- pattern recognition
- feature vectors
- classification algorithm
- decision boundary
- training set
- classification accuracy
- machine learning
- neural network
- generalization ability
- training data
- kernel methods
- k nearest neighbor
- classification models
- feature set
- automatic classification
- classification scheme
- small sample
- classification systems
- feature extraction
- maximum margin
- kernel function
- machine learning algorithms
- feature selection
- unsupervised learning
- decision trees
- image classification
- feature space
- supervised learning
- statistical classification
- high classification accuracy
- structured output
- classification process
- knn
- multi class
- class labels
- text classification
- machine learning methods
- benchmark datasets
- semi automatic
- decision rules