A Novel Classification Algorithm of Thermostable Proteins by Using Hurst Exponent and SVM Classifier.
Hsiang-Chuan LiuHorng-Jinh ChangKuei-Jen LeeJiunn-I ShiehWen-Chun HuangShin-Ming HuangPublished in: ICNC (5) (2008)
Keyphrases
- classification algorithm
- svm classifier
- hurst exponent
- support vector machine
- training set
- support vector machine svm
- support vector
- k nearest neighbor
- protein sequences
- knn
- multi class
- feature vectors
- document classification
- machine learning
- svm classification
- image classification
- support vectors
- classification method
- hyperplane
- training phase
- kernel methods
- kernel function
- binary classification
- concept drift
- generalization ability
- nearest neighbor
- training data
- neural network
- informative features
- selected features
- class labels
- naive bayes
- supervised learning
- feature subset
- reinforcement learning
- feature space
- feature extraction
- classification accuracy
- semi supervised learning
- binary classifiers
- learning algorithm
- accurate classification
- small number