Statistical classification based on SVM for Raman spectra discrimination of nasopharyngeal carcinoma cell.
Guannan ChenHengyang HuRong ChenDaner XuPublished in: BMEI (2012)
Keyphrases
- statistical classification
- raman spectra
- risk factors
- feature selection
- support vector machine svm
- support vector
- text categorization
- cancer cells
- knn
- fold cross validation
- support vector machine
- probabilistic neural networks
- cell nuclei
- svm classifier
- image analysis
- generalization ability
- k nearest neighbor
- training data
- feature extraction
- machine learning
- feature vectors
- computer vision
- neural network
- statistical methods
- fuzzy logic
- training algorithm
- training set
- feature space