Hybrid SVM/CART classification of pathogenic species of bacterial meningitis with surface-enhanced Raman scattering.
Chung-Yueh HuangTsung-Heng TsaiBing-Cheng WenChia-Wen ChungYung-Jui LiYa-Ching ChuangWen-Jie LinLi-Li LiJuen-Kai WangYuh-Lin WangChi-Hung LinDa-Wei WangPublished in: BIBM (2010)
Keyphrases
- support vector machine svm
- classification algorithm
- support vector
- support vector machine
- classification method
- svm classifier
- improves the classification accuracy
- generalization ability
- feature vectors
- svm classification
- feature selection
- pattern recognition
- classification accuracy
- machine learning
- three dimensional
- image classification
- training set
- high classification accuracy
- text classification
- knn
- multi class classification
- text classifiers
- data mining
- partially supervised
- classification rules
- kernel function
- semi supervised
- training data
- decision trees
- class labels
- k nearest neighbor
- ensemble classifier
- fold cross validation
- neural network